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Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - JOUR ID - DBLP:journals/aim/KlivansDGTDD24 AU - Klivans, Adam R. AU - Dimakis, Alexandros G. AU - Grauman, Kristen AU - Tamir, Jonathan I. AU - Diaz, Daniel Jesus AU - Davidson, Karen TI - Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world. JO - AI Mag. VL - 45 IS - 1 SP - 35 EP - 41 PY - 2024// DO - 10.1002/AAAI.12163 UR - https://doi.org/10.1002/aaai.12163 ER - TY - JOUR ID - DBLP:journals/jsait/WhangNAKD24 AU - Whang, Jay AU - Nagle, Alliot AU - Acharya, Anish AU - Kim, Hyeji AU - Dimakis, Alexandros G. TI - Neural Distributed Source Coding. JO - IEEE J. Sel. Areas Inf. Theory VL - 5 SP - 493 EP - 508 PY - 2024// DO - 10.1109/JSAIT.2024.3412976 UR - https://doi.org/10.1109/JSAIT.2024.3412976 ER - TY - CPAPER ID - DBLP:conf/eccv/LuoXDG24 AU - Luo, Mi AU - Xue, Zihui AU - Dimakis, Alex AU - Grauman, Kristen TI - Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos. BT - Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXXVIII SP - 407 EP - 425 PY - 2024// DO - 10.1007/978-3-031-72920-1_23 UR - https://doi.org/10.1007/978-3-031-72920-1_23 ER - TY - CPAPER ID - DBLP:conf/icml/DarasDD24 AU - Daras, Giannis AU - Dimakis, Alex AU - Daskalakis, Constantinos TI - Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data. BT - Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024 PY - 2024// UR - https://openreview.net/forum?id=PlVjIGaFdH ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2403-06351 AU - Luo, Mi AU - Xue, Zihui AU - Dimakis, Alex AU - Grauman, Kristen TI - Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos. JO - CoRR VL - abs/2403.06351 PY - 2024// DO - 10.48550/ARXIV.2403.06351 UR - https://doi.org/10.48550/arXiv.2403.06351 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2403-08540 AU - Gadre, Samir Yitzhak AU - Smyrnis, Georgios AU - Shankar, Vaishaal AU - Gururangan, Suchin AU - Wortsman, Mitchell AU - Shao, Rulin AU - Mercat, Jean AU - Fang, Alex AU - Li, Jeffrey AU - Keh, Sedrick AU - Xin, Rui AU - Nezhurina, Marianna AU - Vasiljevic, Igor AU - Jitsev, Jenia AU - Dimakis, Alexandros G. AU - Ilharco, Gabriel AU - Song, Shuran AU - Kollar, Thomas AU - Carmon, Yair AU - Dave, Achal AU - Heckel, Reinhard AU - Muennighoff, Niklas AU - Schmidt, Ludwig TI - Language models scale reliably with over-training and on downstream tasks. JO - CoRR VL - abs/2403.08540 PY - 2024// DO - 10.48550/ARXIV.2403.08540 UR - https://doi.org/10.48550/arXiv.2403.08540 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2403-08728 AU - Aali, Asad AU - Daras, Giannis AU - Levac, Brett AU - Kumar, Sidharth AU - Dimakis, Alexandros G. AU - Tamir, Jonathan I. TI - Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data. JO - CoRR VL - abs/2403.08728 PY - 2024// DO - 10.48550/ARXIV.2403.08728 UR - https://doi.org/10.48550/arXiv.2403.08728 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2404-08634 AU - Sanyal, Sunny AU - Sanghavi, Sujay AU - Dimakis, Alexandros G. TI - Pre-training Small Base LMs with Fewer Tokens. JO - CoRR VL - abs/2404.08634 PY - 2024// DO - 10.48550/ARXIV.2404.08634 UR - https://doi.org/10.48550/arXiv.2404.08634 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2404-10177 AU - Daras, Giannis AU - Dimakis, Alexandros G. AU - Daskalakis, Constantinos TI - Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data. JO - CoRR VL - abs/2404.10177 PY - 2024// DO - 10.48550/ARXIV.2404.10177 UR - https://doi.org/10.48550/arXiv.2404.10177 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2404-10917 AU - Wu, Yating AU - Mangla, Ritika AU - Dimakis, Alexandros G. AU - Durrett, Greg AU - Li, Junyi Jessy TI - Which questions should I answer? Salience Prediction of Inquisitive Questions. JO - CoRR VL - abs/2404.10917 PY - 2024// DO - 10.48550/ARXIV.2404.10917 UR - https://doi.org/10.48550/arXiv.2404.10917 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2405-19597 AU - Lingam, Vijay AU - Tejaswi, Atula AU - Vavre, Aditya AU - Shetty, Aneesh AU - Gudur, Gautham Krishna AU - Ghosh, Joydeep AU - Dimakis, Alex AU - Choi, Eunsol AU - Bojchevski, Aleksandar AU - Sanghavi, Sujay TI - SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors. JO - CoRR VL - abs/2405.19597 PY - 2024// DO - 10.48550/ARXIV.2405.19597 UR - https://doi.org/10.48550/arXiv.2405.19597 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2406-11794 AU - Li, Jeffrey AU - Fang, Alex AU - Smyrnis, Georgios AU - Ivgi, Maor AU - Jordan, Matt AU - Gadre, Samir Yitzhak AU - Bansal, Hritik AU - Guha, Etash Kumar AU - Keh, Sedrick AU - Arora, Kushal AU - Garg, Saurabh AU - Xin, Rui AU - Muennighoff, Niklas AU - Heckel, Reinhard AU - Mercat, Jean AU - Chen, Mayee AU - Gururangan, Suchin AU - Wortsman, Mitchell AU - Albalak, Alon AU - Bitton, Yonatan AU - Nezhurina, Marianna AU - Abbas, Amro AU - Hsieh, Cheng-Yu AU - Ghosh, Dhruba AU - Gardner, Josh AU - Kilian, Maciej AU - Zhang, Hanlin AU - Shao, Rulin AU - Pratt, Sarah M. AU - Sanyal, Sunny AU - Ilharco, Gabriel AU - Daras, Giannis AU - Marathe, Kalyani AU - Gokaslan, Aaron AU - Zhang, Jieyu AU - Chandu, Khyathi Raghavi AU - Nguyen, Thao AU - Vasiljevic, Igor AU - Kakade, Sham M. AU - Song, Shuran AU - Sanghavi, Sujay AU - Faghri, Fartash AU - Oh, Sewoong AU - Zettlemoyer, Luke AU - Lo, Kyle AU - El-Nouby, Alaaeldin AU - Pouransari, Hadi AU - Toshev, Alexander AU - Wang, Stephanie AU - Groeneveld, Dirk AU - Soldaini, Luca AU - Koh, Pang Wei AU - Jitsev, Jenia AU - Kollar, Thomas AU - Dimakis, Alexandros G. AU - Carmon, Yair AU - Dave, Achal AU - Schmidt, Ludwig AU - Shankar, Vaishaal TI - DataComp-LM: In search of the next generation of training sets for language models. JO - CoRR VL - abs/2406.11794 PY - 2024// DO - 10.48550/ARXIV.2406.11794 UR - https://doi.org/10.48550/arXiv.2406.11794 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2409-10704 AU - Shih, Yi-Jen AU - Gkalitsiou, Zoi AU - Dimakis, Alexandros G. AU - Harwath, David TI - Self-supervised Speech Models for Word-Level Stuttered Speech Detection. JO - CoRR VL - abs/2409.10704 PY - 2024// DO - 10.48550/ARXIV.2409.10704 UR - https://doi.org/10.48550/arXiv.2409.10704 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2410-00083 AU - Daras, Giannis AU - Chung, Hyungjin AU - Lai, Chieh-Hsin AU - Mitsufuji, Yuki AU - Ye, Jong Chul AU - Milanfar, Peyman AU - Dimakis, Alexandros G. AU - Delbracio, Mauricio TI - A Survey on Diffusion Models for Inverse Problems. JO - CoRR VL - abs/2410.00083 PY - 2024// DO - 10.48550/ARXIV.2410.00083 UR - https://doi.org/10.48550/arXiv.2410.00083 ER - TY - JOUR ID - DBLP:journals/jsait/KiyavashBCDSSZN23 AU - Kiyavash, Negar AU - Bareinboim, Elias AU - Coleman, Todd P. AU - Dimakis, Alex AU - Schlkopf, Bernhard AU - Spirtes, Peter AU - Zhang, Kun AU - Nowak, Robert TI - Editorial Special Issue on Causality: Fundamental Limits and Applications. JO - IEEE J. Sel. Areas Inf. Theory VL - 4 SP - iv PY - 2023// DO - 10.1109/JSAIT.2024.3350468 UR - https://doi.org/10.1109/JSAIT.2024.3350468 ER - TY - JOUR ID - DBLP:journals/pieee/ShlezingerWED23 AU - Shlezinger, Nir AU - Whang, Jay AU - Eldar, Yonina C. AU - Dimakis, Alexandros G. TI - Model-Based Deep Learning. JO - Proc. IEEE VL - 111 IS - 5 SP - 465 EP - 499 PY - 2023/05/ DO - 10.1109/JPROC.2023.3247480 UR - https://doi.org/10.1109/JPROC.2023.3247480 ER - TY - JOUR ID - DBLP:journals/tmlr/DarasDTDM23 AU - Daras, Giannis AU - Delbracio, Mauricio AU - Talebi, Hossein AU - Dimakis, Alex AU - Milanfar, Peyman TI - Soft Diffusion: Score Matching with General Corruptions. JO - Trans. Mach. Learn. Res. VL - 2023 PY - 2023// UR - https://openreview.net/forum?id=W98rebBxlQ ER - TY - CPAPER ID - DBLP:conf/iccad/RavulaGDCPMWWKD23 AU - Ravula, Sriram AU - Gorti, Varun AU - Deng, Bo AU - Chakraborty, Swagato AU - Pingenot, James AU - Mutnury, Bhyrav AU - Wallace, Douglas AU - Winterberg, Douglas AU - Klivans, Adam R. AU - Dimakis, Alexandros G. TI - One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. BT - IEEE/ACM International Conference on Computer Aided Design, ICCAD 2023, San Francisco, CA, USA, October 28 - Nov. 2, 2023 SP - 1 EP - 9 PY - 2023// DO - 10.1109/ICCAD57390.2023.10323916 UR - https://doi.org/10.1109/ICCAD57390.2023.10323916 ER - TY - CPAPER ID - DBLP:conf/iclr/ChenGDCW0WEDK23 AU - Chen, Tianlong AU - Gong, Chengyue AU - Diaz, Daniel Jesus AU - Chen, Xuxi AU - Wells, Jordan Tyler AU - Liu, Qiang AU - Wang, Zhangyang AU - Ellington, Andrew D. AU - Dimakis, Alex AU - Klivans, Adam R. TI - HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing. BT - The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023 PY - 2023// UR - https://openreview.net/forum?id=YDJRFWBMNby ER - TY - CPAPER ID - DBLP:conf/icml/ChenDD23 AU - Chen, Sitan AU - Daras, Giannis AU - Dimakis, Alex TI - Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers. BT - International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. SP - 4462 EP - 4484 PY - 2023// UR - https://proceedings.mlr.press/v202/chen23e.html ER - TY - CPAPER ID - DBLP:conf/nips/DarasDDD23 AU - Daras, Giannis AU - Dagan, Yuval AU - Dimakis, Alex AU - Daskalakis, Constantinos TI - Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent. BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. PY - 2023// UR - http://papers.nips.cc/paper_files/paper/2023/hash/831406cfe7e4a0aed5ac5c8a8389d1f5-Abstract-Conference.html ER - TY - CPAPER ID - DBLP:conf/nips/DarasSDGDK23 AU - Daras, Giannis AU - Shah, Kulin AU - Dagan, Yuval AU - Gollakota, Aravind AU - Dimakis, Alex AU - Klivans, Adam R. TI - Ambient Diffusion: Learning Clean Distributions from Corrupted Data. BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. PY - 2023// UR - http://papers.nips.cc/paper_files/paper/2023/hash/012af729c5d14d279581fc8a5db975a1-Abstract-Conference.html ER - TY - CPAPER ID - DBLP:conf/nips/GadreIFHSNMWGZO23 AU - Gadre, Samir Yitzhak AU - Ilharco, Gabriel AU - Fang, Alex AU - Hayase, Jonathan AU - Smyrnis, Georgios AU - Nguyen, Thao AU - Marten, Ryan AU - Wortsman, Mitchell AU - Ghosh, Dhruba AU - Zhang, Jieyu AU - Orgad, Eyal AU - Entezari, Rahim AU - Daras, Giannis AU - Pratt, Sarah M. AU - Ramanujan, Vivek AU - Bitton, Yonatan AU - Marathe, Kalyani AU - Mussmann, Stephen AU - Vencu, Richard AU - Cherti, Mehdi AU - Krishna, Ranjay AU - Koh, Pang Wei AU - Saukh, Olga AU - Ratner, Alexander J. AU - Song, Shuran AU - Hajishirzi, Hannaneh AU - Farhadi, Ali AU - Beaumont, Romain AU - Oh, Sewoong AU - Dimakis, Alex AU - Jitsev, Jenia AU - Carmon, Yair AU - Shankar, Vaishaal AU - Schmidt, Ludwig TI - DataComp: In search of the next generation of multimodal datasets. BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. PY - 2023// UR - http://papers.nips.cc/paper_files/paper/2023/hash/56332d41d55ad7ad8024aac625881be7-Abstract-Datasets_and_Benchmarks.html ER - TY - CPAPER ID - DBLP:conf/nips/RoutRDCDS23 AU - Rout, Litu AU - Raoof, Negin AU - Daras, Giannis AU - Caramanis, Constantine AU - Dimakis, Alex AU - Shakkottai, Sanjay TI - Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models. BT - Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. PY - 2023// UR - http://papers.nips.cc/paper_files/paper/2023/hash/9c70cfa2e7d9328c649c94d50cbf8faf-Abstract-Conference.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2302-09057 AU - Daras, Giannis AU - Dagan, Yuval AU - Dimakis, Alexandros G. AU - Daskalakis, Constantinos TI - Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent. JO - CoRR VL - abs/2302.09057 PY - 2023// DO - 10.48550/ARXIV.2302.09057 UR - https://doi.org/10.48550/arXiv.2302.09057 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2303-03384 AU - Chen, Sitan AU - Daras, Giannis AU - Dimakis, Alexandros G. TI - Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers. JO - CoRR VL - abs/2303.03384 PY - 2023// DO - 10.48550/ARXIV.2303.03384 UR - https://doi.org/10.48550/arXiv.2303.03384 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2304-14108 AU - Gadre, Samir Yitzhak AU - Ilharco, Gabriel AU - Fang, Alex AU - Hayase, Jonathan AU - Smyrnis, Georgios AU - Nguyen, Thao AU - Marten, Ryan AU - Wortsman, Mitchell AU - Ghosh, Dhruba AU - Zhang, Jieyu AU - Orgad, Eyal AU - Entezari, Rahim AU - Daras, Giannis AU - Pratt, Sarah M. AU - Ramanujan, Vivek AU - Bitton, Yonatan AU - Marathe, Kalyani AU - Mussmann, Stephen AU - Vencu, Richard AU - Cherti, Mehdi AU - Krishna, Ranjay AU - Koh, Pang Wei AU - Saukh, Olga AU - Ratner, Alexander AU - Song, Shuran AU - Hajishirzi, Hannaneh AU - Farhadi, Ali AU - Beaumont, Romain AU - Oh, Sewoong AU - Dimakis, Alex AU - Jitsev, Jenia AU - Carmon, Yair AU - Shankar, Vaishaal AU - Schmidt, Ludwig TI - DataComp: In search of the next generation of multimodal datasets. JO - CoRR VL - abs/2304.14108 PY - 2023// DO - 10.48550/ARXIV.2304.14108 UR - https://doi.org/10.48550/arXiv.2304.14108 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2305-19256 AU - Daras, Giannis AU - Shah, Kulin AU - Dagan, Yuval AU - Gollakota, Aravind AU - Dimakis, Alexandros G. AU - Klivans, Adam R. TI - Ambient Diffusion: Learning Clean Distributions from Corrupted Data. JO - CoRR VL - abs/2305.19256 PY - 2023// DO - 10.48550/ARXIV.2305.19256 UR - https://doi.org/10.48550/arXiv.2305.19256 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2306-03284 AU - Ravula, Sriram AU - Levac, Brett AU - Jalal, Ajil AU - Tamir, Jonathan I. AU - Dimakis, Alexandros G. TI - Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models. JO - CoRR VL - abs/2306.03284 PY - 2023// DO - 10.48550/ARXIV.2306.03284 UR - https://doi.org/10.48550/arXiv.2306.03284 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2306-04001 AU - Ravula, Sriram AU - Gorti, Varun AU - Deng, Bo AU - Chakraborty, Swagato AU - Pingenot, James AU - Mutnury, Bhyrav AU - Wallace, Douglas AU - Winterberg, Douglas AU - Klivans, Adam R. AU - Dimakis, Alexandros G. TI - One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. JO - CoRR VL - abs/2306.04001 PY - 2023// DO - 10.48550/ARXIV.2306.04001 UR - https://doi.org/10.48550/arXiv.2306.04001 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2307-00619 AU - Rout, Litu AU - Raoof, Negin AU - Daras, Giannis AU - Caramanis, Constantine AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models. JO - CoRR VL - abs/2307.00619 PY - 2023// DO - 10.48550/ARXIV.2307.00619 UR - https://doi.org/10.48550/arXiv.2307.00619 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2312-07813 AU - Saxena, Divyanshu AU - Sharma, Nihal AU - Kim, Donghyun AU - Dwivedula, Rohit AU - Chen, Jiayi AU - Yang, Chenxi AU - Ravula, Sriram AU - Hu, Zichao AU - Akella, Aditya AU - Angel, Sebastian AU - Biswas, Joydeep AU - Chaudhuri, Swarat AU - Dillig, Isil AU - Dimakis, Alex AU - Godfrey, Philip Brighten AU - Kim, Daehyeok AU - Rossbach, Christopher J. AU - Wang, Gang TI - On a Foundation Model for Operating Systems. JO - CoRR VL - abs/2312.07813 PY - 2023// DO - 10.48550/ARXIV.2312.07813 UR - https://doi.org/10.48550/arXiv.2312.07813 ER - TY - CPAPER ID - DBLP:conf/acssc/RavulaD22 AU - Ravula, Sriram AU - Dimakis, Alexandros G. TI - One-dimensional Deep Image Prior for Time Series Inverse Problems. BT - 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31 - Nov. 2, 2022 SP - 1005 EP - 1009 PY - 2022// DO - 10.1109/IEEECONF56349.2022.10051976 UR - https://doi.org/10.1109/IEEECONF56349.2022.10051976 ER - TY - CPAPER ID - DBLP:conf/cvpr/WhangDTSDM22 AU - Whang, Jay AU - Delbracio, Mauricio AU - Talebi, Hossein AU - Saharia, Chitwan AU - Dimakis, Alexandros G. AU - Milanfar, Peyman TI - Deblurring via Stochastic Refinement. BT - IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022 SP - 16272 EP - 16282 PY - 2022// DO - 10.1109/CVPR52688.2022.01581 UR - https://doi.org/10.1109/CVPR52688.2022.01581 ER - TY - CPAPER ID - DBLP:conf/icml/DarasDDD22 AU - Daras, Giannis AU - Dagan, Yuval AU - Dimakis, Alex AU - Daskalakis, Constantinos TI - Score-Guided Intermediate Level Optimization: Fast Langevin Mixing for Inverse Problems. BT - International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. SP - 4722 EP - 4753 PY - 2022// UR - https://proceedings.mlr.press/v162/daras22a.html ER - TY - CPAPER ID - DBLP:conf/nips/DarasRGD22 AU - Daras, Giannis AU - Raoof, Negin AU - Gkalitsiou, Zoi AU - Dimakis, Alex TI - Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve. BT - Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. PY - 2022// UR - http://papers.nips.cc/paper_files/paper/2022/hash/e45caa3d5273d105b8d045e748636957-Abstract-Conference.html ER - TY - CPAPER ID - DBLP:conf/nips/JordanHDO22 AU - Jordan, Matt AU - Hayase, Jonathan AU - Dimakis, Alex AU - Oh, Sewoong TI - Zonotope Domains for Lagrangian Neural Network Verification. BT - Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. PY - 2022// UR - http://papers.nips.cc/paper_files/paper/2022/hash/37c5e5e5e44950fe20f9e6452d0373ec-Abstract-Conference.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2206-00169 AU - Daras, Giannis AU - Dimakis, Alexandros G. TI - Discovering the Hidden Vocabulary of DALLE-2. JO - CoRR VL - abs/2206.00169 PY - 2022// DO - 10.48550/ARXIV.2206.00169 UR - https://doi.org/10.48550/arXiv.2206.00169 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2206-09104 AU - Daras, Giannis AU - Dagan, Yuval AU - Dimakis, Alexandros G. AU - Daskalakis, Constantinos TI - Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems. JO - CoRR VL - abs/2206.09104 PY - 2022// DO - 10.48550/ARXIV.2206.09104 UR - https://doi.org/10.48550/arXiv.2206.09104 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2209-05442 AU - Daras, Giannis AU - Delbracio, Mauricio AU - Talebi, Hossein AU - Dimakis, Alexandros G. AU - Milanfar, Peyman TI - Soft Diffusion: Score Matching for General Corruptions. JO - CoRR VL - abs/2209.05442 PY - 2022// DO - 10.48550/ARXIV.2209.05442 UR - https://doi.org/10.48550/arXiv.2209.05442 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2210-08069 AU - Jordan, Matt AU - Hayase, Jonathan AU - Dimakis, Alexandros G. AU - Oh, Sewoong TI - Zonotope Domains for Lagrangian Neural Network Verification. JO - CoRR VL - abs/2210.08069 PY - 2022// DO - 10.48550/ARXIV.2210.08069 UR - https://doi.org/10.48550/arXiv.2210.08069 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2210-11618 AU - Daras, Giannis AU - Raoof, Negin AU - Gkalitsiou, Zoi AU - Dimakis, Alexandros G. TI - Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve. JO - CoRR VL - abs/2210.11618 PY - 2022// DO - 10.48550/ARXIV.2210.11618 UR - https://doi.org/10.48550/arXiv.2210.11618 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2211-17115 AU - Daras, Giannis AU - Dimakis, Alexandros G. TI - Multiresolution Textual Inversion. JO - CoRR VL - abs/2211.17115 PY - 2022// DO - 10.48550/ARXIV.2211.17115 UR - https://doi.org/10.48550/arXiv.2211.17115 ER - TY - JOUR ID - DBLP:journals/jsac/BaleviDJDA21 AU - Balevi, Eren AU - Doshi, Akash S. AU - Jalal, Ajil AU - Dimakis, Alexandros G. AU - Andrews, Jeffrey G. TI - High Dimensional Channel Estimation Using Deep Generative Networks. JO - IEEE J. Sel. Areas Commun. VL - 39 IS - 1 SP - 18 EP - 30 PY - 2021// DO - 10.1109/JSAC.2020.3036947 UR - https://doi.org/10.1109/JSAC.2020.3036947 ER - TY - CPAPER ID - DBLP:conf/icml/DarasDJD21 AU - Daras, Giannis AU - Dean, Joseph AU - Jalal, Ajil AU - Dimakis, Alex TI - Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 2421 EP - 2432 PY - 2021// UR - http://proceedings.mlr.press/v139/daras21a.html ER - TY - CPAPER ID - DBLP:conf/icml/JalalKDP21 AU - Jalal, Ajil AU - Karmalkar, Sushrut AU - Dimakis, Alex AU - Price, Eric TI - Instance-Optimal Compressed Sensing via Posterior Sampling. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 4709 EP - 4720 PY - 2021// UR - http://proceedings.mlr.press/v139/jalal21a.html ER - TY - CPAPER ID - DBLP:conf/icml/JalalKHDP21 AU - Jalal, Ajil AU - Karmalkar, Sushrut AU - Hoffmann, Jessica AU - Dimakis, Alex AU - Price, Eric TI - Fairness for Image Generation with Uncertain Sensitive Attributes. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 4721 EP - 4732 PY - 2021// UR - http://proceedings.mlr.press/v139/jalal21b.html ER - TY - CPAPER ID - DBLP:conf/icml/JordanD21 AU - Jordan, Matt AU - Dimakis, Alex TI - Provable Lipschitz Certification for Generative Models. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 5118 EP - 5126 PY - 2021// UR - http://proceedings.mlr.press/v139/jordan21a.html ER - TY - CPAPER ID - DBLP:conf/icml/WhangLD21 AU - Whang, Jay AU - Lei, Qi AU - Dimakis, Alex TI - Solving Inverse Problems with a Flow-based Noise Model. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 11146 EP - 11157 PY - 2021// UR - http://proceedings.mlr.press/v139/whang21a.html ER - TY - CPAPER ID - DBLP:conf/icml/WhangLD21a AU - Whang, Jay AU - Lindgren, Erik M. AU - Dimakis, Alex TI - Composing Normalizing Flows for Inverse Problems. BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. SP - 11158 EP - 11169 PY - 2021// UR - http://proceedings.mlr.press/v139/whang21b.html ER - TY - CPAPER ID - DBLP:conf/nips/RavulaSJD21 AU - Ravula, Sriram AU - Smyrnis, Georgios AU - Jordan, Matt AU - Dimakis, Alexandros G. TI - Inverse Problems Leveraging Pre-trained Contrastive Representations. BT - Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. SP - 8753 EP - 8765 PY - 2021// UR - https://proceedings.neurips.cc/paper/2021/hash/498f940d9b933c529b06aa96d18f7eda-Abstract.html ER - TY - CPAPER ID - DBLP:conf/nips/JalalADPDT21 AU - Jalal, Ajil AU - Arvinte, Marius AU - Daras, Giannis AU - Price, Eric AU - Dimakis, Alexandros G. AU - Tamir, Jonathan I. TI - Robust Compressed Sensing MRI with Deep Generative Priors. BT - Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. SP - 14938 EP - 14954 PY - 2021// UR - https://proceedings.neurips.cc/paper/2021/hash/7d6044e95a16761171b130dcb476a43e-Abstract.html ER - TY - CONF ID - DBLP:conf/mlsys/2021 ED - Smola, Alex ED - Dimakis, Alex ED - Stoica, Ion TI - Proceedings of the Fourth Conference on Machine Learning and Systems, MLSys 2021, virtual, April 5-9, 2021 PY - 2021// PB - mlsys.org UR - https://proceedings.mlsys.org/book/2021 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2102-07364 AU - Daras, Giannis AU - Dean, Joseph AU - Jalal, Ajil AU - Dimakis, Alexandros G. TI - Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. JO - CoRR VL - abs/2102.07364 PY - 2021// UR - https://arxiv.org/abs/2102.07364 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2106-02797 AU - Whang, Jay AU - Acharya, Anish AU - Kim, Hyeji AU - Dimakis, Alexandros G. TI - Neural Distributed Source Coding. JO - CoRR VL - abs/2106.02797 PY - 2021// UR - https://arxiv.org/abs/2106.02797 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2106-11438 AU - Jalal, Ajil AU - Karmalkar, Sushrut AU - Dimakis, Alexandros G. AU - Price, Eric TI - Instance-Optimal Compressed Sensing via Posterior Sampling. JO - CoRR VL - abs/2106.11438 PY - 2021// UR - https://arxiv.org/abs/2106.11438 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2106-12182 AU - Jalal, Ajil AU - Karmalkar, Sushrut AU - Hoffmann, Jessica AU - Dimakis, Alexandros G. AU - Price, Eric TI - Fairness for Image Generation with Uncertain Sensitive Attributes. JO - CoRR VL - abs/2106.12182 PY - 2021// UR - https://arxiv.org/abs/2106.12182 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2107-02732 AU - Jordan, Matt AU - Dimakis, Alexandros G. TI - Provable Lipschitz Certification for Generative Models. JO - CoRR VL - abs/2107.02732 PY - 2021// UR - https://arxiv.org/abs/2107.02732 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2108-01368 AU - Jalal, Ajil AU - Arvinte, Marius AU - Daras, Giannis AU - Price, Eric AU - Dimakis, Alexandros G. AU - Tamir, Jonathan I. TI - Robust Compressed Sensing MRI with Deep Generative Priors. JO - CoRR VL - abs/2108.01368 PY - 2021// UR - https://arxiv.org/abs/2108.01368 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2110-07439 AU - Ravula, Sriram AU - Smyrnis, Georgios AU - Jordan, Matt AU - Dimakis, Alexandros G. TI - Inverse Problems Leveraging Pre-trained Contrastive Representations. JO - CoRR VL - abs/2110.07439 PY - 2021// UR - https://arxiv.org/abs/2110.07439 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2112-02475 AU - Whang, Jay AU - Delbracio, Mauricio AU - Talebi, Hossein AU - Saharia, Chitwan AU - Dimakis, Alexandros G. AU - Milanfar, Peyman TI - Deblurring via Stochastic Refinement. JO - CoRR VL - abs/2112.02475 PY - 2021// UR - https://arxiv.org/abs/2112.02475 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2112-09061 AU - Daras, Giannis AU - Chu, Wen-Sheng AU - Kumar, Abhishek AU - Lagun, Dmitry AU - Dimakis, Alexandros G. TI - Solving Inverse Problems with NerfGANs. JO - CoRR VL - abs/2112.09061 PY - 2021// UR - https://arxiv.org/abs/2112.09061 ER - TY - JOUR ID - DBLP:journals/jsait/BaraniukDKOW20 AU - Baraniuk, Richard G. AU - Dimakis, Alex AU - Kiyavash, Negar AU - Oh, Sewoong AU - Willett, Rebecca TI - Guest Editorial. JO - IEEE J. Sel. Areas Inf. Theory VL - 1 IS - 1 SP - 4 PY - 2020// DO - 10.1109/JSAIT.2020.2991703 UR - https://doi.org/10.1109/jsait.2020.2991703 ER - TY - JOUR ID - DBLP:journals/jsait/OngieJMBDW20 AU - Ongie, Gregory AU - Jalal, Ajil AU - Metzler, Christopher A. AU - Baraniuk, Richard G. AU - Dimakis, Alexandros G. AU - Willett, Rebecca TI - Deep Learning Techniques for Inverse Problems in Imaging. JO - IEEE J. Sel. Areas Inf. Theory VL - 1 IS - 1 SP - 39 EP - 56 PY - 2020// DO - 10.1109/JSAIT.2020.2991563 UR - https://doi.org/10.1109/jsait.2020.2991563 ER - TY - JOUR ID - DBLP:journals/tit/RavivTTD20 AU - Raviv, Netanel AU - Tamo, Itzhak AU - Tandon, Rashish AU - Dimakis, Alexandros G. TI - Gradient Coding From Cyclic MDS Codes and Expander Graphs. JO - IEEE Trans. Inf. Theory VL - 66 IS - 12 SP - 7475 EP - 7489 PY - 2020// DO - 10.1109/TIT.2020.3029396 UR - https://doi.org/10.1109/TIT.2020.3029396 ER - TY - CPAPER ID - DBLP:conf/aistats/ZhuoLDC20 AU - Zhuo, Jiacheng AU - Lei, Qi AU - Dimakis, Alex AU - Caramanis, Constantine TI - Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls. BT - The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy] SP - 1464 EP - 1474 PY - 2020// UR - http://proceedings.mlr.press/v108/zhuo20a.html ER - TY - CPAPER ID - DBLP:conf/cvpr/DarasOZD20 AU - Daras, Giannis AU - Odena, Augustus AU - Zhang, Han AU - Dimakis, Alexandros G. TI - Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. BT - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020 SP - 14519 EP - 14527 PY - 2020// UR - https://openaccess.thecvf.com/content_CVPR_2020/html/Daras_Your_Local_GAN_Designing_Two_Dimensional_Local_Attention_Mechanisms_for_CVPR_2020_paper.html UR - https://doi.org/10.1109/CVPR42600.2020.01454 ER - TY - CPAPER ID - DBLP:conf/icassp/KimPBLMDB20 AU - Kim, Sungsoo AU - Park, Jin Soo AU - Bampis, Christos G. AU - Lee, Jaeseong AU - Markey, Mia K. AU - Dimakis, Alexandros G. AU - Bovik, Alan C. TI - Adversarial Video Compression Guided by Soft Edge Detection. BT - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 SP - 2193 EP - 2197 PY - 2020// DO - 10.1109/ICASSP40776.2020.9054165 UR - https://doi.org/10.1109/ICASSP40776.2020.9054165 ER - TY - CPAPER ID - DBLP:conf/icml/LeiLDD20 AU - Lei, Qi AU - Lee, Jason D. AU - Dimakis, Alex AU - Daskalakis, Constantinos TI - SGD Learns One-Layer Networks in WGANs. BT - Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. SP - 5799 EP - 5808 PY - 2020// UR - http://proceedings.mlr.press/v119/lei20b.html ER - TY - CPAPER ID - DBLP:conf/nips/DarasKOD20 AU - Daras, Giannis AU - Kitaev, Nikita AU - Odena, Augustus AU - Dimakis, Alexandros G. TI - SMYRF - Efficient Attention using Asymmetric Clustering. BT - Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. PY - 2020// UR - https://proceedings.neurips.cc/paper/2020/hash/47d40767c7e9df50249ebfd9c7cfff77-Abstract.html ER - TY - CPAPER ID - DBLP:conf/nips/JalalLDC20 AU - Jalal, Ajil AU - Liu, Liu AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - Robust compressed sensing using generative models. BT - Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. PY - 2020// UR - https://proceedings.neurips.cc/paper/2020/hash/07cb5f86508f146774a2fac4373a8e50-Abstract.html ER - TY - CPAPER ID - DBLP:conf/nips/JordanD20 AU - Jordan, Matt AU - Dimakis, Alexandros G. TI - Exactly Computing the Local Lipschitz Constant of ReLU Networks. BT - Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. PY - 2020// UR - https://proceedings.neurips.cc/paper/2020/hash/5227fa9a19dce7ba113f50a405dcaf09-Abstract.html ER - TY - CPAPER ID - DBLP:conf/nips/KocaogluSDCV20 AU - Kocaoglu, Murat AU - Shakkottai, Sanjay AU - Dimakis, Alexandros G. AU - Caramanis, Constantine AU - Vishwanath, Sriram TI - Applications of Common Entropy for Causal Inference. BT - Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. PY - 2020// UR - https://proceedings.neurips.cc/paper/2020/hash/cae7115f44837c806c9b23ed00a1a28a-Abstract.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2002-11743 AU - Lindgren, Erik M. AU - Whang, Jay AU - Dimakis, Alexandros G. TI - Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems. JO - CoRR VL - abs/2002.11743 PY - 2020// UR - https://arxiv.org/abs/2002.11743 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2003-01219 AU - Jordan, Matt AU - Dimakis, Alexandros G. TI - Exactly Computing the Local Lipschitz Constant of ReLU Networks. JO - CoRR VL - abs/2003.01219 PY - 2020// UR - https://arxiv.org/abs/2003.01219 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2003-08089 AU - Whang, Jay AU - Lei, Qi AU - Dimakis, Alexandros G. TI - Compressed Sensing with Invertible Generative Models and Dependent Noise. JO - CoRR VL - abs/2003.08089 PY - 2020// UR - https://arxiv.org/abs/2003.08089 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2005-06001 AU - Ongie, Gregory AU - Jalal, Ajil AU - Metzler, Christopher A. AU - Baraniuk, Richard G. AU - Dimakis, Alexandros G. AU - Willett, Rebecca TI - Deep Learning Techniques for Inverse Problems in Imaging. JO - CoRR VL - abs/2005.06001 PY - 2020// UR - https://arxiv.org/abs/2005.06001 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2006-09461 AU - Jalal, Ajil AU - Liu, Liu AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - Robust compressed sensing of generative models. JO - CoRR VL - abs/2006.09461 PY - 2020// UR - https://arxiv.org/abs/2006.09461 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2010-05315 AU - Daras, Giannis AU - Kitaev, Nikita AU - Odena, Augustus AU - Dimakis, Alexandros G. TI - SMYRF: Efficient Attention using Asymmetric Clustering. JO - CoRR VL - abs/2010.05315 PY - 2020// UR - https://arxiv.org/abs/2010.05315 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2012-08405 AU - Shlezinger, Nir AU - Whang, Jay AU - Eldar, Yonina C. AU - Dimakis, Alexandros G. TI - Model-Based Deep Learning. JO - CoRR VL - abs/2012.08405 PY - 2020// UR - https://arxiv.org/abs/2012.08405 ER - TY - CPAPER ID - DBLP:conf/icml/WuDSYHSRK19 AU - Wu, Shanshan AU - Dimakis, Alex AU - Sanghavi, Sujay AU - Yu, Felix X. AU - Holtmann-Rice, Daniel Niels AU - Storcheus, Dmitry AU - Rostamizadeh, Afshin AU - Kumar, Sanjiv TI - Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling. BT - Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA SP - 6828 EP - 6839 PY - 2019// UR - http://proceedings.mlr.press/v97/wu19b.html ER - TY - CPAPER ID - DBLP:conf/mlsys/LeiWCDDW19 AU - Lei, Qi AU - Wu, Lingfei AU - Chen, Pin-Yu AU - Dimakis, Alex AU - Dhillon, Inderjit S. AU - Witbrock, Michael TI - Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification. BT - Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, Stanford, CA, USA, March 31 - April 2, 2019 PY - 2019// UR - https://proceedings.mlsys.org/paper_files/paper/2019/hash/676638b91bc90529e09b22e58abb01d6-Abstract.html ER - TY - CPAPER ID - DBLP:conf/nips/WuSD19 AU - Wu, Shanshan AU - Sanghavi, Sujay AU - Dimakis, Alexandros G. TI - Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 8069 EP - 8079 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/aa36c88c27650af3b9868b723ae15dfc-Abstract.html UR - http://papers.nips.cc/paper/9019-sparse-logistic-regression-learns-all-discrete-pairwise-graphical-models ER - TY - CPAPER ID - DBLP:conf/nips/WuDS19 AU - Wu, Shanshan AU - Dimakis, Alexandros G. AU - Sanghavi, Sujay TI - Learning Distributions Generated by One-Layer ReLU Networks. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 8105 EP - 8115 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/a4d41b834ea903526373a9a1ae2ac66e-Abstract.html UR - http://papers.nips.cc/paper/9022-learning-distributions-generated-by-one-layer-relu-networks ER - TY - CPAPER ID - DBLP:conf/nips/LeiZCDD19 AU - Lei, Qi AU - Zhuo, Jiacheng AU - Caramanis, Constantine AU - Dhillon, Inderjit S. AU - Dimakis, Alexandros G. TI - Primal-Dual Block Generalized Frank-Wolfe. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 13866 EP - 13875 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/fb03a0f2f5d94af4a5c0890fff0ef6e0-Abstract.html UR - http://papers.nips.cc/paper/9538-primal-dual-block-generalized-frank-wolfe ER - TY - CPAPER ID - DBLP:conf/nips/LeiJDD19 AU - Lei, Qi AU - Jalal, Ajil AU - Dhillon, Inderjit S. AU - Dimakis, Alexandros G. TI - Inverting Deep Generative models, One layer at a time. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 13910 EP - 13919 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/24389bfe4fe2eba8bf9aa9203a44cdad-Abstract.html UR - http://papers.nips.cc/paper/9542-inverting-deep-generative-models-one-layer-at-a-time ER - TY - CPAPER ID - DBLP:conf/nips/JordanLD19 AU - Jordan, Matt AU - Lewis, Justin AU - Dimakis, Alexandros G. TI - Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. BT - Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada. SP - 14059 EP - 14069 PY - 2019// UR - https://proceedings.neurips.cc/paper/2019/hash/ae3f4c649fb55c2ee3ef4d1abdb79ce5-Abstract.html UR - http://papers.nips.cc/paper/9555-provable-certificates-for-adversarial-examples-fitting-a-ball-in-the-union-of-polytopes ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1902-08265 AU - Jordan, Matt AU - Manoj, Naren AU - Goel, Surbhi AU - Dimakis, Alexandros G. TI - Quantifying Perceptual Distortion of Adversarial Examples. JO - CoRR VL - abs/1902.08265 PY - 2019// UR - http://arxiv.org/abs/1902.08265 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1903-08778 AU - Jordan, Matt AU - Lewis, Justin AU - Dimakis, Alexandros G. TI - Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. JO - CoRR VL - abs/1903.08778 PY - 2019// UR - http://arxiv.org/abs/1903.08778 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1904-03257 AU - Ratner, Alexander AU - Alistarh, Dan AU - Alonso, Gustavo AU - Andersen, David G. AU - Bailis, Peter AU - Bird, Sarah AU - Carlini, Nicholas AU - Catanzaro, Bryan AU - Chung, Eric S. AU - Dally, Bill AU - Dean, Jeff AU - Dhillon, Inderjit S. AU - Dimakis, Alexandros G. AU - Dubey, Pradeep AU - Elkan, Charles AU - Fursin, Grigori AU - Ganger, Gregory R. AU - Getoor, Lise AU - Gibbons, Phillip B. AU - Gibson, Garth A. AU - Gonzalez, Joseph E. AU - Gottschlich, Justin AU - Han, Song AU - Hazelwood, Kim M. AU - Huang, Furong AU - Jaggi, Martin AU - Jamieson, Kevin G. AU - Jordan, Michael I. AU - Joshi, Gauri AU - Khalaf, Rania AU - Knight, Jason AU - Konecný, Jakub AU - Kraska, Tim AU - Kumar, Arun AU - Kyrillidis, Anastasios AU - Li, Jing AU - Madden, Samuel AU - McMahan, H. Brendan AU - Meijer, Erik AU - Mitliagkas, Ioannis AU - Monga, Rajat AU - Murray, Derek Gordon AU - Papailiopoulos, Dimitris S. AU - Pekhimenko, Gennady AU - Rekatsinas, Theodoros AU - Rostamizadeh, Afshin AU - Ré, Christopher AU - Sa, Christopher De AU - Sedghi, Hanie AU - Sen, Siddhartha AU - Smith, Virginia AU - Smola, Alex AU - Song, Dawn AU - Sparks, Evan Randall AU - Stoica, Ion AU - Sze, Vivienne AU - Udell, Madeleine AU - Vanschoren, Joaquin AU - Venkataraman, Shivaram AU - Vinayak, Rashmi AU - Weimer, Markus AU - Wilson, Andrew Gordon AU - Xing, Eric P. AU - Zaharia, Matei AU - Zhang, Ce AU - Talwalkar, Ameet TI - SysML: The New Frontier of Machine Learning Systems. JO - CoRR VL - abs/1904.03257 PY - 2019// UR - http://arxiv.org/abs/1904.03257 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1904-08594 AU - Ravula, Sriram AU - Dimakis, Alexandros G. TI - One-dimensional Deep Image Prior for Time Series Inverse Problems. JO - CoRR VL - abs/1904.08594 PY - 2019// UR - http://arxiv.org/abs/1904.08594 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1906-02436 AU - Lei, Qi AU - Zhuo, Jiacheng AU - Caramanis, Constantine AU - Dhillon, Inderjit S. AU - Dimakis, Alexandros G. TI - Primal-Dual Block Frank-Wolfe. JO - CoRR VL - abs/1906.02436 PY - 2019// UR - http://arxiv.org/abs/1906.02436 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1906-07437 AU - Lei, Qi AU - Jalal, Ajil AU - Dhillon, Inderjit S. AU - Dimakis, Alexandros G. TI - Inverting Deep Generative models, One layer at a time. JO - CoRR VL - abs/1906.07437 PY - 2019// UR - http://arxiv.org/abs/1906.07437 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1909-01812 AU - Wu, Shanshan AU - Dimakis, Alexandros G. AU - Sanghavi, Sujay TI - Learning Distributions Generated by One-Layer ReLU Networks. JO - CoRR VL - abs/1909.01812 PY - 2019// UR - http://arxiv.org/abs/1909.01812 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1910-07030 AU - Lei, Qi AU - Lee, Jason D. AU - Dimakis, Alexandros G. AU - Daskalakis, Constantinos TI - SGD Learns One-Layer Networks in WGANs. JO - CoRR VL - abs/1910.07030 PY - 2019// UR - http://arxiv.org/abs/1910.07030 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1910-07703 AU - Zhuo, Jiacheng AU - Lei, Qi AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls. JO - CoRR VL - abs/1910.07703 PY - 2019// UR - http://arxiv.org/abs/1910.07703 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1911-12287 AU - Daras, Giannis AU - Odena, Augustus AU - Zhang, Han AU - Dimakis, Alexandros G. TI - Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. JO - CoRR VL - abs/1911.12287 PY - 2019// UR - http://arxiv.org/abs/1911.12287 ER - TY - CPAPER ID - DBLP:conf/iclr/BoraPD18 AU - Bora, Ashish AU - Price, Eric AU - Dimakis, Alexandros G. TI - AmbientGAN: Generative models from lossy measurements. BT - 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings PY - 2018// UR - https://openreview.net/forum?id=Hy7fDog0b ER - TY - CPAPER ID - DBLP:conf/iclr/KocaogluSDV18 AU - Kocaoglu, Murat AU - Snyder, Christopher AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. BT - 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings PY - 2018// UR - https://openreview.net/forum?id=BJE-4xW0W ER - TY - CPAPER ID - DBLP:conf/icml/RavivTDT18 AU - Raviv, Netanel AU - Tandon, Rashish AU - Dimakis, Alex AU - Tamo, Itzhak TI - Gradient Coding from Cyclic MDS Codes and Expander Graphs. BT - Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018 SP - 4302 EP - 4310 PY - 2018// UR - http://proceedings.mlr.press/v80/raviv18a.html ER - TY - CPAPER ID - DBLP:conf/nips/LindgrenKDV18 AU - Lindgren, Erik M. AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Experimental Design for Cost-Aware Learning of Causal Graphs. BT - Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada. SP - 5284 EP - 5294 PY - 2018// UR - https://proceedings.neurips.cc/paper/2018/hash/ba3e9b6a519cfddc560b5d53210df1bd-Abstract.html UR - http://papers.nips.cc/paper/7774-experimental-design-for-cost-aware-learning-of-causal-graphs ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1801-07734 AU - Chen, Yitao AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. TI - From Centralized to Decentralized Coded Caching. JO - CoRR VL - abs/1801.07734 PY - 2018// UR - http://arxiv.org/abs/1801.07734 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1806-06438 AU - Veen, David Van AU - Jalal, Ajil AU - Price, Eric AU - Vishwanath, Sriram AU - Dimakis, Alexandros G. TI - Compressed Sensing with Deep Image Prior and Learned Regularization. JO - CoRR VL - abs/1806.06438 PY - 2018// UR - http://arxiv.org/abs/1806.06438 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1806-10175 AU - Wu, Shanshan AU - Dimakis, Alexandros G. AU - Sanghavi, Sujay AU - Yu, Felix X. AU - Holtmann-Rice, Daniel Niels AU - Storcheus, Dmitry AU - Rostamizadeh, Afshin AU - Kumar, Sanjiv TI - The Sparse Recovery Autoencoder. JO - CoRR VL - abs/1806.10175 PY - 2018// UR - http://arxiv.org/abs/1806.10175 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1807-10399 AU - Kocaoglu, Murat AU - Shakkottai, Sanjay AU - Dimakis, Alexandros G. AU - Caramanis, Constantine AU - Vishwanath, Sriram TI - Entropic Latent Variable Discovery. JO - CoRR VL - abs/1807.10399 PY - 2018// UR - http://arxiv.org/abs/1807.10399 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1810-11867 AU - Lindgren, Erik M. AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Experimental Design for Cost-Aware Learning of Causal Graphs. JO - CoRR VL - abs/1810.11867 PY - 2018// UR - http://arxiv.org/abs/1810.11867 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1810-11905 AU - Wu, Shanshan AU - Sanghavi, Sujay AU - Dimakis, Alexandros G. TI - Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. JO - CoRR VL - abs/1810.11905 PY - 2018// UR - http://arxiv.org/abs/1810.11905 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1811-10673 AU - Kim, Sungsoo AU - Park, Jin Soo AU - Bampis, Christos G. AU - Lee, Jaeseong AU - Markey, Mia K. AU - Dimakis, Alexandros G. AU - Bovik, Alan C. TI - Adversarial Video Compression Guided by Soft Edge Detection. JO - CoRR VL - abs/1811.10673 PY - 2018// UR - http://arxiv.org/abs/1811.10673 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1812-00151 AU - Lei, Qi AU - Wu, Lingfei AU - Chen, Pin-Yu AU - Dimakis, Alexandros G. AU - Dhillon, Inderjit S. AU - Witbrock, Michael TI - Discrete Attacks and Submodular Optimization with Applications to Text Classification. JO - CoRR VL - abs/1812.00151 PY - 2018// UR - http://arxiv.org/abs/1812.00151 ER - TY - JOUR ID - DBLP:journals/ton/LeTDM17 AU - Le, Anh AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Markopoulou, Athina TI - Recovery of Packet Losses in Wireless Broadcast for Real-Time Applications. JO - IEEE/ACM Trans. Netw. VL - 25 IS - 2 SP - 676 EP - 689 PY - 2017// DO - 10.1109/TNET.2016.2604282 UR - https://doi.org/10.1109/TNET.2016.2604282 UR - http://doi.ieeecomputersociety.org/10.1109/TNET.2016.2604282 ER - TY - CPAPER ID - DBLP:conf/aaai/KocaogluDVH17 AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram AU - Hassibi, Babak TI - Entropic Causal Inference. BT - Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. SP - 1156 EP - 1162 PY - 2017// DO - 10.1609/AAAI.V31I1.10674 UR - https://doi.org/10.1609/aaai.v31i1.10674 ER - TY - CPAPER ID - DBLP:conf/acssc/ShanmugamDLT17 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Llorca, Jaime AU - Tulino, Antonia M. TI - A unified Ruzsa-Szemerédi framework for finite-length coded caching. BT - 51st Asilomar Conference on Signals, Systems, and Computers, ACSSC 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017 SP - 631 EP - 635 PY - 2017// DO - 10.1109/ACSSC.2017.8335418 UR - https://doi.org/10.1109/ACSSC.2017.8335418 ER - TY - CPAPER ID - DBLP:conf/aistats/SenSKDS17 AU - Sen, Rajat AU - Shanmugam, Karthikeyan AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Contextual Bandits with Latent Confounders: An NMF Approach. BT - Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA SP - 518 EP - 527 PY - 2017// UR - http://proceedings.mlr.press/v54/sen17a.html ER - TY - CPAPER ID - DBLP:conf/aistats/KhannaEDNG17 AU - Khanna, Rajiv AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Negahban, Sahand N. AU - Ghosh, Joydeep TI - Scalable Greedy Feature Selection via Weak Submodularity. BT - Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA SP - 1560 EP - 1568 PY - 2017// UR - http://proceedings.mlr.press/v54/khanna17b.html ER - TY - CPAPER ID - DBLP:conf/icml/BoraJPD17 AU - Bora, Ashish AU - Jalal, Ajil AU - Price, Eric AU - Dimakis, Alexandros G. TI - Compressed Sensing using Generative Models. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 537 EP - 546 PY - 2017// UR - http://proceedings.mlr.press/v70/bora17a.html ER - TY - CPAPER ID - DBLP:conf/icml/KhannaEDGN17 AU - Khanna, Rajiv AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Ghosh, Joydeep AU - Negahban, Sahand N. TI - On Approximation Guarantees for Greedy Low Rank Optimization. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 1837 EP - 1846 PY - 2017// UR - http://proceedings.mlr.press/v70/khanna17a.html ER - TY - CPAPER ID - DBLP:conf/icml/KocaogluDV17 AU - Kocaoglu, Murat AU - Dimakis, Alex AU - Vishwanath, Sriram TI - Cost-Optimal Learning of Causal Graphs. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 1875 EP - 1884 PY - 2017// UR - http://proceedings.mlr.press/v70/kocaoglu17a.html ER - TY - CPAPER ID - DBLP:conf/icml/LindgrenDK17 AU - Lindgren, Erik M. AU - Dimakis, Alexandros G. AU - Klivans, Adam R. TI - Exact MAP Inference by Avoiding Fractional Vertices. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 2120 EP - 2129 PY - 2017// UR - http://proceedings.mlr.press/v70/lindgren17a.html ER - TY - CPAPER ID - DBLP:conf/icml/SenSDS17 AU - Sen, Rajat AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Identifying Best Interventions through Online Importance Sampling. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 3057 EP - 3066 PY - 2017// UR - http://proceedings.mlr.press/v70/sen17a.html ER - TY - CPAPER ID - DBLP:conf/icml/TandonLDK17 AU - Tandon, Rashish AU - Lei, Qi AU - Dimakis, Alexandros G. AU - Karampatziakis, Nikos TI - Gradient Coding: Avoiding Stragglers in Distributed Learning. BT - Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 SP - 3368 EP - 3376 PY - 2017// UR - http://proceedings.mlr.press/v70/tandon17a.html ER - TY - CPAPER ID - DBLP:conf/isit/ShanmugamTD17 AU - Shanmugam, Karthikeyan AU - Tulino, Antonia M. AU - Dimakis, Alexandros G. TI - Coded caching with linear subpacketization is possible using Ruzsa-Szeméredi graphs. BT - 2017 IEEE International Symposium on Information Theory, ISIT 2017, Aachen, Germany, June 25-30, 2017 SP - 1237 EP - 1241 PY - 2017// DO - 10.1109/ISIT.2017.8006726 UR - https://doi.org/10.1109/ISIT.2017.8006726 ER - TY - CPAPER ID - DBLP:conf/isit/KocaogluDVH17 AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram AU - Hassibi, Babak TI - Entropie causality anc greedy minimum entropy coupling. BT - 2017 IEEE International Symposium on Information Theory, ISIT 2017, Aachen, Germany, June 25-30, 2017 SP - 1465 EP - 1469 PY - 2017// DO - 10.1109/ISIT.2017.8006772 UR - https://doi.org/10.1109/ISIT.2017.8006772 ER - TY - CPAPER ID - DBLP:conf/nips/SenSSDS17 AU - Sen, Rajat AU - Suresh, Ananda Theertha AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Model-Powered Conditional Independence Test. BT - Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA SP - 2951 EP - 2961 PY - 2017// UR - https://proceedings.neurips.cc/paper/2017/hash/02f039058bd48307e6f653a2005c9dd2-Abstract.html UR - http://papers.nips.cc/paper/6888-model-powered-conditional-independence-test ER - TY - CPAPER ID - DBLP:conf/nips/ElenbergDFK17 AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Feldman, Moran AU - Karbasi, Amin TI - Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. BT - Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA SP - 4044 EP - 4054 PY - 2017// UR - https://proceedings.neurips.cc/paper/2017/hash/c182f930a06317057d31c73bb2fedd4f-Abstract.html UR - http://papers.nips.cc/paper/6993-streaming-weak-submodularity-interpreting-neural-networks-on-the-fly ER - TY - Informal or Other Publication ID - DBLP:journals/corr/SenSDS17 AU - Sen, Rajat AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Causal Best Intervention Identification via Importance Sampling. JO - CoRR VL - abs/1701.02789 PY - 2017// UR - http://arxiv.org/abs/1701.02789 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamTD17 AU - Shanmugam, Karthikeyan AU - Tulino, Antonia M. AU - Dimakis, Alexandros G. TI - Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szeméredi Graphs. JO - CoRR VL - abs/1701.07115 PY - 2017// UR - http://arxiv.org/abs/1701.07115 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/KocaogluDVH17 AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram AU - Hassibi, Babak TI - Entropic Causality and Greedy Minimum Entropy Coupling. JO - CoRR VL - abs/1701.08254 PY - 2017// UR - http://arxiv.org/abs/1701.08254 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/KocaogluDV17 AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Cost-Optimal Learning of Causal Graphs. JO - CoRR VL - abs/1703.02645 PY - 2017// UR - http://arxiv.org/abs/1703.02645 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ElenbergDFK17 AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Feldman, Moran AU - Karbasi, Amin TI - Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. JO - CoRR VL - abs/1703.02647 PY - 2017// UR - http://arxiv.org/abs/1703.02647 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamKDS17 AU - Shanmugam, Karthikeyan AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Sanghavi, Sujay TI - Sparse Quadratic Logistic Regression in Sub-quadratic Time. JO - CoRR VL - abs/1703.02682 PY - 2017// UR - http://arxiv.org/abs/1703.02682 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/LindgrenDK17 AU - Lindgren, Erik M. AU - Dimakis, Alexandros G. AU - Klivans, Adam R. TI - Exact MAP Inference by Avoiding Fractional Vertices. JO - CoRR VL - abs/1703.02689 PY - 2017// UR - http://arxiv.org/abs/1703.02689 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/LindgrenWD17 AU - Lindgren, Erik M. AU - Wu, Shanshan AU - Dimakis, Alexandros G. TI - Leveraging Sparsity for Efficient Submodular Data Summarization. JO - CoRR VL - abs/1703.02690 PY - 2017// UR - http://arxiv.org/abs/1703.02690 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/KhannaEDN17 AU - Khanna, Rajiv AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Negahban, Sahand N. TI - On Approximation Guarantees for Greedy Low Rank Optimization. JO - CoRR VL - abs/1703.02721 PY - 2017// UR - http://arxiv.org/abs/1703.02721 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/KhannaEDNG17 AU - Khanna, Rajiv AU - Elenberg, Ethan R. AU - Dimakis, Alexandros G. AU - Negahban, Sahand N. AU - Ghosh, Joydeep TI - Scalable Greedy Feature Selection via Weak Submodularity. JO - CoRR VL - abs/1703.02723 PY - 2017// UR - http://arxiv.org/abs/1703.02723 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/BoraJPD17 AU - Bora, Ashish AU - Jalal, Ajil AU - Price, Eric AU - Dimakis, Alexandros G. TI - Compressed Sensing using Generative Models. JO - CoRR VL - abs/1703.03208 PY - 2017// UR - http://arxiv.org/abs/1703.03208 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/RavivTTD17 AU - Raviv, Netanel AU - Tamo, Itzhak AU - Tandon, Rashish AU - Dimakis, Alexandros G. TI - Gradient Coding from Cyclic MDS Codes and Expander Graphs. JO - CoRR VL - abs/1707.03858 PY - 2017// UR - http://arxiv.org/abs/1707.03858 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1709-02023 AU - Kocaoglu, Murat AU - Snyder, Christopher AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. JO - CoRR VL - abs/1709.02023 PY - 2017// UR - http://arxiv.org/abs/1709.02023 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1709-06138 AU - Sen, Rajat AU - Suresh, Ananda Theertha AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Model-Powered Conditional Independence Test. JO - CoRR VL - abs/1709.06138 PY - 2017// UR - http://arxiv.org/abs/1709.06138 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1712-09196 AU - Ilyas, Andrew AU - Jalal, Ajil AU - Asteri, Eirini AU - Daskalakis, Constantinos AU - Dimakis, Alexandros G. TI - The Robust Manifold Defense: Adversarial Training using Generative Models. JO - CoRR VL - abs/1712.09196 PY - 2017// UR - http://arxiv.org/abs/1712.09196 ER - TY - JOUR ID - DBLP:journals/tit/RawatSDG16 AU - Rawat, Ankit Singh AU - Song, Zhao AU - Dimakis, Alexandros G. AU - Gál, Anna TI - Batch Codes Through Dense Graphs Without Short Cycles. JO - IEEE Trans. Inf. Theory VL - 62 IS - 4 SP - 1592 EP - 1604 PY - 2016// DO - 10.1109/TIT.2016.2524007 UR - https://doi.org/10.1109/TIT.2016.2524007 ER - TY - JOUR ID - DBLP:journals/tit/RawatPDV16 AU - Rawat, Ankit Singh AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Locality and Availability in Distributed Storage. JO - IEEE Trans. Inf. Theory VL - 62 IS - 8 SP - 4481 EP - 4493 PY - 2016// DO - 10.1109/TIT.2016.2524510 UR - https://doi.org/10.1109/TIT.2016.2524510 ER - TY - JOUR ID - DBLP:journals/tit/ShanmugamJTLD16 AU - Shanmugam, Karthikeyan AU - Ji, Mingyue AU - Tulino, Antonia M. AU - Llorca, Jaime AU - Dimakis, Alexandros G. TI - Finite-Length Analysis of Caching-Aided Coded Multicasting. JO - IEEE Trans. Inf. Theory VL - 62 IS - 10 SP - 5524 EP - 5537 PY - 2016// DO - 10.1109/TIT.2016.2599110 UR - https://doi.org/10.1109/TIT.2016.2599110 ER - TY - JOUR ID - DBLP:journals/tit/TamoPD16 AU - Tamo, Itzhak AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Optimal Locally Repairable Codes and Connections to Matroid Theory. JO - IEEE Trans. Inf. Theory VL - 62 IS - 12 SP - 6661 EP - 6671 PY - 2016// DO - 10.1109/TIT.2016.2555813 UR - https://doi.org/10.1109/TIT.2016.2555813 ER - TY - JOUR ID - DBLP:journals/ton/LeMD16 AU - Le, Anh AU - Markopoulou, Athina AU - Dimakis, Alexandros G. TI - Auditing for Distributed Storage Systems. JO - IEEE/ACM Trans. Netw. VL - 24 IS - 4 SP - 2182 EP - 2195 PY - 2016// DO - 10.1109/TNET.2015.2450761 UR - https://doi.org/10.1109/TNET.2015.2450761 ER - TY - CPAPER ID - DBLP:conf/aistats/AsterisKPD16 AU - Asteris, Megasthenis AU - Kyrillidis, Anastasios AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Bipartite Correlation Clustering: Maximizing Agreements. BT - Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016 SP - 121 EP - 129 PY - 2016// UR - http://proceedings.mlr.press/v51/asteris16.html ER - TY - CPAPER ID - DBLP:conf/nips/WuBSD16 AU - Wu, Shanshan AU - Bhojanapalli, Srinadh AU - Sanghavi, Sujay AU - Dimakis, Alexandros G. TI - Single Pass PCA of Matrix Products. BT - Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain SP - 2577 EP - 2585 PY - 2016// UR - https://proceedings.neurips.cc/paper/2016/hash/0e55666a4ad822e0e34299df3591d979-Abstract.html UR - http://papers.nips.cc/paper/6075-single-pass-pca-of-matrix-products ER - TY - CPAPER ID - DBLP:conf/nips/LindgrenWD16 AU - Lindgren, Erik M. AU - Wu, Shanshan AU - Dimakis, Alexandros G. TI - Leveraging Sparsity for Efficient Submodular Data Summarization. BT - Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain SP - 3414 EP - 3422 PY - 2016// UR - https://proceedings.neurips.cc/paper/2016/hash/d43ab110ab2489d6b9b2caa394bf920f-Abstract.html UR - http://papers.nips.cc/paper/6382-leveraging-sparsity-for-efficient-submodular-data-summarization ER - TY - CPAPER ID - DBLP:conf/www/ElenbergSBD16 AU - Elenberg, Ethan R. AU - Shanmugam, Karthikeyan AU - Borokhovich, Michael AU - Dimakis, Alexandros G. TI - Distributed Estimation of Graph 4-Profiles. BT - Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016 SP - 483 EP - 493 PY - 2016// DO - 10.1145/2872427.2883082 UR - https://doi.org/10.1145/2872427.2883082 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/AsterisKPD16 AU - Asteris, Megasthenis AU - Kyrillidis, Anastasios AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Bipartite Correlation Clustering - Maximizing Agreements. JO - CoRR VL - abs/1603.02782 PY - 2016// UR - http://arxiv.org/abs/1603.02782 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/SenSKDS16 AU - Sen, Rajat AU - Shanmugam, Karthikeyan AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Shakkottai, Sanjay TI - Latent Contextual Bandits: A Non-Negative Matrix Factorization Approach. JO - CoRR VL - abs/1606.00119 PY - 2016// UR - http://arxiv.org/abs/1606.00119 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/WuBSD16 AU - Wu, Shanshan AU - Bhojanapalli, Srinadh AU - Sanghavi, Sujay AU - Dimakis, Alexandros G. TI - Single Pass PCA of Matrix Products. JO - CoRR VL - abs/1610.06656 PY - 2016// UR - http://arxiv.org/abs/1610.06656 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/KocaogluDVH16 AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram AU - Hassibi, Babak TI - Entropic Causal Inference. JO - CoRR VL - abs/1611.04035 PY - 2016// UR - http://arxiv.org/abs/1611.04035 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ElenbergKDN16 AU - Elenberg, Ethan R. AU - Khanna, Rajiv AU - Dimakis, Alexandros G. AU - Negahban, Sahand N. TI - Restricted Strong Convexity Implies Weak Submodularity. JO - CoRR VL - abs/1612.00804 PY - 2016// UR - http://arxiv.org/abs/1612.00804 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/TandonLDK16 AU - Tandon, Rashish AU - Lei, Qi AU - Dimakis, Alexandros G. AU - Karampatziakis, Nikos TI - Gradient Coding. JO - CoRR VL - abs/1612.03301 PY - 2016// UR - http://arxiv.org/abs/1612.03301 ER - TY - JOUR ID - DBLP:journals/icl/LeeDH15 AU - Lee, Namyoon AU - Dimakis, Alexandros G. AU - Heath, Robert W., Jr. TI - Index Coding With Coded Side-Information. JO - IEEE Commun. Lett. VL - 19 IS - 3 SP - 319 EP - 322 PY - 2015// DO - 10.1109/LCOMM.2015.2388477 UR - https://doi.org/10.1109/LCOMM.2015.2388477 UR - https://www.wikidata.org/entity/Q60195829 ER - TY - JOUR ID - DBLP:journals/pvldb/MitliagkasBDC15 AU - Mitliagkas, Ioannis AU - Borokhovich, Michael AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - FrogWild! - Fast PageRank Approximations on Graph Engines. JO - Proc. VLDB Endow. VL - 8 IS - 8 SP - 874 EP - 885 PY - 2015// UR - http://www.vldb.org/pvldb/vol8/p874-mitliagkas.pdf UR - https://doi.org/10.14778/2757807.2757812 ER - TY - CPAPER ID - DBLP:conf/hpca/HungerKRDVT15 AU - Hunger, Casen AU - Kazdagli, Mikhail AU - Rawat, Ankit Singh AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram AU - Tiwari, Mohit TI - Understanding contention-based channels and using them for defense. BT - 21st IEEE International Symposium on High Performance Computer Architecture, HPCA 2015, Burlingame, CA, USA, February 7-11, 2015 SP - 639 EP - 650 PY - 2015// DO - 10.1109/HPCA.2015.7056069 UR - https://doi.org/10.1109/HPCA.2015.7056069 UR - https://doi.ieeecomputersociety.org/10.1109/HPCA.2015.7056069 ER - TY - CPAPER ID - DBLP:conf/icml/AsterisKDYC15 AU - Asteris, Megasthenis AU - Kyrillidis, Anastasios AU - Dimakis, Alexandros G. AU - Yi, Han-Gyol AU - Chandrasekaran, Bharath TI - Stay on path: PCA along graph paths. BT - Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015 SP - 1728 EP - 1736 PY - 2015// UR - http://proceedings.mlr.press/v37/asteris15.html ER - TY - CPAPER ID - DBLP:conf/isit/ShanmugamAD15 AU - Shanmugam, Karthikeyan AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - On approximating the sum-rate for multiple-unicasts. BT - IEEE International Symposium on Information Theory, ISIT 2015, Hong Kong, China, June 14-19, 2015 SP - 381 EP - 385 PY - 2015// DO - 10.1109/ISIT.2015.7282481 UR - https://doi.org/10.1109/ISIT.2015.7282481 ER - TY - CPAPER ID - DBLP:conf/isit/RawatSDG15 AU - Rawat, Ankit Singh AU - Song, Zhao AU - Dimakis, Alexandros G. AU - Gál, Anna TI - Batch codes through dense graphs without short cycles. BT - IEEE International Symposium on Information Theory, ISIT 2015, Hong Kong, China, June 14-19, 2015 SP - 1477 EP - 1481 PY - 2015// DO - 10.1109/ISIT.2015.7282701 UR - https://doi.org/10.1109/ISIT.2015.7282701 ER - TY - CPAPER ID - DBLP:conf/kdd/ElenbergSBD15 AU - Elenberg, Ethan R. AU - Shanmugam, Karthikeyan AU - Borokhovich, Michael AU - Dimakis, Alexandros G. TI - Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. BT - Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 SP - 229 EP - 238 PY - 2015// DO - 10.1145/2783258.2783413 UR - https://doi.org/10.1145/2783258.2783413 ER - TY - CPAPER ID - DBLP:conf/nips/AsterisPD15 AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Orthogonal NMF through Subspace Exploration. BT - Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada SP - 343 EP - 351 PY - 2015// UR - https://proceedings.neurips.cc/paper/2015/hash/eae27d77ca20db309e056e3d2dcd7d69-Abstract.html UR - http://papers.nips.cc/paper/5998-orthogonal-nmf-through-subspace-exploration ER - TY - CPAPER ID - DBLP:conf/nips/AsterisPKD15 AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Kyrillidis, Anastasios AU - Dimakis, Alexandros G. TI - Sparse PCA via Bipartite Matchings. BT - Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada SP - 766 EP - 774 PY - 2015// UR - https://proceedings.neurips.cc/paper/2015/hash/2b8a61594b1f4c4db0902a8a395ced93-Abstract.html UR - http://papers.nips.cc/paper/5901-sparse-pca-via-bipartite-matchings ER - TY - CPAPER ID - DBLP:conf/nips/ShanmugamKDV15 AU - Shanmugam, Karthikeyan AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Learning Causal Graphs with Small Interventions. BT - Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada SP - 3195 EP - 3203 PY - 2015// UR - https://proceedings.neurips.cc/paper/2015/hash/b865367fc4c0845c0682bd466e6ebf4c-Abstract.html UR - http://papers.nips.cc/paper/5909-learning-causal-graphs-with-small-interventions ER - TY - Informal or Other Publication ID - DBLP:journals/corr/LeeDH15 AU - Lee, Namyoon AU - Dimakis, Alexandros G. AU - Heath, Robert W., Jr. TI - Index Coding with Coded Side-Information. JO - CoRR VL - abs/1501.00077 PY - 2015// UR - http://arxiv.org/abs/1501.00077 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/MitliagkasBDC15 AU - Mitliagkas, Ioannis AU - Borokhovich, Michael AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - FrogWild! - Fast PageRank Approximations on Graph Engines. JO - CoRR VL - abs/1502.04281 PY - 2015// UR - http://arxiv.org/abs/1502.04281 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamAD15 AU - Shanmugam, Karthikeyan AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - On Approximating the Sum-Rate for Multiple-Unicasts. JO - CoRR VL - abs/1504.05294 PY - 2015// UR - http://arxiv.org/abs/1504.05294 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/AsterisKDaC15 AU - Asteris, Megasthenis AU - Kyrillidis, Anastasios AU - Dimakis, Alexandros G. AU - Yi, Han-Gyol AU - Chandrasekaran, Bharath TI - Stay on path: PCA along graph paths. JO - CoRR VL - abs/1506.02344 PY - 2015// UR - http://arxiv.org/abs/1506.02344 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ElenbergSBD15 AU - Elenberg, Ethan R. AU - Shanmugam, Karthikeyan AU - Borokhovich, Michael AU - Dimakis, Alexandros G. TI - Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. JO - CoRR VL - abs/1506.06671 PY - 2015// UR - http://arxiv.org/abs/1506.06671 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/AndrewsDDEMMMVY15 AU - Andrews, Jeffrey G. AU - Dimakis, Alexandros G. AU - Dolecek, Lara AU - Effros, Michelle AU - Médard, Muriel AU - Milenkovic, Olgica AU - Montanari, Andrea AU - Vishwanath, Sriram AU - Yeh, Edmund M. AU - Berry, Randall AU - Duffy, Ken R. AU - Feizi, Soheil AU - Kato, Saul AU - Kellis, Manolis AU - Licht, Stuart AU - Sorenson, Jon AU - Varshney, Lav R. AU - Vikalo, Haris TI - A Perspective on Future Research Directions in Information Theory. JO - CoRR VL - abs/1507.05941 PY - 2015// UR - http://arxiv.org/abs/1507.05941 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/AsterisPKD15 AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Kyrillidis, Anastasios AU - Dimakis, Alexandros G. TI - Sparse PCA via Bipartite Matchings. JO - CoRR VL - abs/1508.00625 PY - 2015// UR - http://arxiv.org/abs/1508.00625 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamJTLD15 AU - Shanmugam, Karthikeyan AU - Ji, Mingyue AU - Tulino, Antonia M. AU - Llorca, Jaime AU - Dimakis, Alexandros G. TI - Finite Length Analysis of Caching-Aided Coded Multicasting. JO - CoRR VL - abs/1508.05175 PY - 2015// UR - http://arxiv.org/abs/1508.05175 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ElenbergSBD15a AU - Elenberg, Ethan R. AU - Shanmugam, Karthikeyan AU - Borokhovich, Michael AU - Dimakis, Alexandros G. TI - Distributed Estimation of Graph 4-Profiles. JO - CoRR VL - abs/1510.02215 PY - 2015// UR - http://arxiv.org/abs/1510.02215 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamKDV15 AU - Shanmugam, Karthikeyan AU - Kocaoglu, Murat AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Learning Causal Graphs with Small Interventions. JO - CoRR VL - abs/1511.00041 PY - 2015// UR - http://arxiv.org/abs/1511.00041 ER - TY - JOUR ID - DBLP:journals/jsac/ShanmugamPDC14 AU - Shanmugam, Karthikeyan AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - A Repair Framework for Scalar MDS Codes. JO - IEEE J. Sel. Areas Commun. VL - 32 IS - 5 SP - 998 EP - 1007 PY - 2014// DO - 10.1109/JSAC.2014.140519 UR - https://doi.org/10.1109/JSAC.2014.140519 ER - TY - JOUR ID - DBLP:journals/jsac/AsterisD14 AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - Repairable Fountain Codes. JO - IEEE J. Sel. Areas Commun. VL - 32 IS - 5 SP - 1037 EP - 1047 PY - 2014// DO - 10.1109/JSAC.2014.140522 UR - https://doi.org/10.1109/JSAC.2014.140522 ER - TY - JOUR ID - DBLP:journals/tit/DikaliotisDHE14 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey AU - Effros, Michelle TI - On the Delay Advantage of Coding in Packet Erasure Networks. JO - IEEE Trans. Inf. Theory VL - 60 IS - 5 SP - 2868 EP - 2883 PY - 2014// DO - 10.1109/TIT.2014.2306817 UR - https://doi.org/10.1109/TIT.2014.2306817 ER - TY - JOUR ID - DBLP:journals/tit/GolrezaeiDM14 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. TI - Scaling Behavior for Device-to-Device Communications With Distributed Caching. JO - IEEE Trans. Inf. Theory VL - 60 IS - 7 SP - 4286 EP - 4298 PY - 2014// DO - 10.1109/TIT.2014.2319312 UR - https://doi.org/10.1109/TIT.2014.2319312 ER - TY - JOUR ID - DBLP:journals/tit/PapailiopoulosD14 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Locally Repairable Codes. JO - IEEE Trans. Inf. Theory VL - 60 IS - 10 SP - 5843 EP - 5855 PY - 2014// DO - 10.1109/TIT.2014.2325570 UR - https://doi.org/10.1109/TIT.2014.2325570 ER - TY - JOUR ID - DBLP:journals/tmc/SathiamoorthyDKB14 AU - Sathiamoorthy, Maheswaran AU - Dimakis, Alexandros G. AU - Krishnamachari, Bhaskar AU - Bai, Fan TI - Distributed Storage Codes Reduce Latency in Vehicular Networks. JO - IEEE Trans. Mob. Comput. VL - 13 IS - 9 SP - 2016 EP - 2027 PY - 2014// DO - 10.1109/TMC.2013.77 UR - https://doi.org/10.1109/TMC.2013.77 UR - http://doi.ieeecomputersociety.org/10.1109/TMC.2013.77 ER - TY - JOUR ID - DBLP:journals/tsp/HassibiHDAX14 AU - Hassibi, Babak AU - Hansen, Morten AU - Dimakis, Alexandros G. AU - Alshamary, Haider Ali Jasim AU - Xu, Weiyu TI - Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time. JO - IEEE Trans. Signal Process. VL - 62 IS - 17 SP - 4436 EP - 4450 PY - 2014// DO - 10.1109/TSP.2014.2334558 UR - https://doi.org/10.1109/TSP.2014.2334558 ER - TY - JOUR ID - DBLP:journals/twc/GolrezaeiMMD14 AU - Golrezaei, Negin AU - Mansourifard, Parisa AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. TI - Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks. JO - IEEE Trans. Wirel. Commun. VL - 13 IS - 7 SP - 3665 EP - 3676 PY - 2014// DO - 10.1109/TWC.2014.2316817 UR - https://doi.org/10.1109/TWC.2014.2316817 ER - TY - CPAPER ID - DBLP:conf/allerton/ShanmugamJTLD14 AU - Shanmugam, Karthikeyan AU - Ji, Mingyue AU - Tulino, Antonia M. AU - Llorca, Jaime AU - Dimakis, Alexandros G. TI - Finite length analysis of caching-aided coded multicasting. BT - 52nd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2014, Allerton Park & Retreat Center, Monticello, IL, USA, September 30 - October 3, 2014 SP - 914 EP - 920 PY - 2014// DO - 10.1109/ALLERTON.2014.7028552 UR - https://doi.org/10.1109/ALLERTON.2014.7028552 ER - TY - CPAPER ID - DBLP:conf/ciss/PapailiopoulosAD14 AU - Papailiopoulos, Dimitris S. AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - Combinatorial QPs via a low-dimensional subspace sampling. BT - 48th Annual Conference on Information Sciences and Systems, CISS 2014, Princeton, NJ, USA, March 19-21, 2014 SP - 1 EP - 3 PY - 2014// DO - 10.1109/CISS.2014.6814140 UR - https://doi.org/10.1109/CISS.2014.6814140 ER - TY - CPAPER ID - DBLP:conf/icml/AsterisPD14 AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Nonnegative Sparse PCA with Provable Guarantees. BT - Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 SP - 1728 EP - 1736 PY - 2014// UR - http://proceedings.mlr.press/v32/asteris14.html ER - TY - CPAPER ID - DBLP:conf/icml/PapailiopoulosMDC14 AU - Papailiopoulos, Dimitris S. AU - Mitliagkas, Ioannis AU - Dimakis, Alexandros G. AU - Caramanis, Constantine TI - Finding Dense Subgraphs via Low-Rank Bilinear Optimization. BT - Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 SP - 1890 EP - 1898 PY - 2014// UR - http://proceedings.mlr.press/v32/papailiopoulos14.html ER - TY - CPAPER ID - DBLP:conf/isccsp/RawatPDV14 AU - Rawat, Ankit Singh AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - On codes with availability for distributed storage. BT - 6th International Symposium on Communications, Control and Signal Processing, ISCCSP 2014, Athens, Greece, May 21-23, 2014 SP - 15 EP - 18 PY - 2014// DO - 10.1109/ISCCSP.2014.6877805 UR - https://doi.org/10.1109/ISCCSP.2014.6877805 ER - TY - CPAPER ID - DBLP:conf/isit/ShanmugamDL14 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Langberg, Michael TI - Graph theory versus minimum rank for index coding. BT - 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29 - July 4, 2014 SP - 291 EP - 295 PY - 2014// DO - 10.1109/ISIT.2014.6874841 UR - https://doi.org/10.1109/ISIT.2014.6874841 ER - TY - CPAPER ID - DBLP:conf/isit/ShanmugamD14 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. TI - Bounding multiple unicasts through index coding and Locally Repairable Codes. BT - 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29 - July 4, 2014 SP - 296 EP - 300 PY - 2014// DO - 10.1109/ISIT.2014.6874842 UR - https://doi.org/10.1109/ISIT.2014.6874842 ER - TY - CPAPER ID - DBLP:conf/isit/RawatPDV14 AU - Rawat, Ankit Singh AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Locality and availability in distributed storage. BT - 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29 - July 4, 2014 SP - 681 EP - 685 PY - 2014// DO - 10.1109/ISIT.2014.6874919 UR - https://doi.org/10.1109/ISIT.2014.6874919 ER - TY - CPAPER ID - DBLP:conf/nips/TandonSRD14 AU - Tandon, Rashish AU - Shanmugam, Karthikeyan AU - Ravikumar, Pradeep AU - Dimakis, Alexandros G. TI - On the Information Theoretic Limits of Learning Ising Models. BT - Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada SP - 2303 EP - 2311 PY - 2014// UR - https://proceedings.neurips.cc/paper/2014/hash/2715518c875999308842e3455eda2fe3-Abstract.html UR - http://papers.nips.cc/paper/5488-on-the-information-theoretic-limits-of-learning-ising-models ER - TY - CPAPER ID - DBLP:conf/nips/KocaogluSDK14 AU - Kocaoglu, Murat AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Klivans, Adam R. TI - Sparse Polynomial Learning and Graph Sketching. BT - Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada SP - 3122 EP - 3130 PY - 2014// UR - https://proceedings.neurips.cc/paper/2014/hash/71a58e8cb75904f24cde464161c3e766-Abstract.html UR - http://papers.nips.cc/paper/5426-sparse-polynomial-learning-and-graph-sketching ER - TY - Informal or Other Publication ID - DBLP:journals/corr/AsterisD14 AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - Repairable Fountain Codes. JO - CoRR VL - abs/1401.0734 PY - 2014// UR - http://arxiv.org/abs/1401.0734 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/RawatPDV14 AU - Rawat, Ankit Singh AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vishwanath, Sriram TI - Locality and Availability in Distributed Storage. JO - CoRR VL - abs/1402.2011 PY - 2014// UR - http://arxiv.org/abs/1402.2011 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamD14 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. TI - Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes. JO - CoRR VL - abs/1402.3895 PY - 2014// UR - http://arxiv.org/abs/1402.3895 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamDL14 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Langberg, Michael TI - Graph Theory versus Minimum Rank for Index Coding. JO - CoRR VL - abs/1402.3898 PY - 2014// UR - http://arxiv.org/abs/1402.3898 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/DimakisKKS14 AU - Dimakis, Alexandros G. AU - Klivans, Adam R. AU - Kocaoglu, Murat AU - Shanmugam, Karthikeyan TI - A Smoothed Analysis for Learning Sparse Polynomials. JO - CoRR VL - abs/1402.3902 PY - 2014// UR - http://arxiv.org/abs/1402.3902 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/DimakisGRS14 AU - Dimakis, Alexandros G. AU - Gál, Anna AU - Rawat, Ankit Singh AU - Song, Zhao TI - Batch Codes through Dense Graphs without Short Cycles. JO - CoRR VL - abs/1410.2920 PY - 2014// UR - http://arxiv.org/abs/1410.2920 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamTDR14 AU - Shanmugam, Karthikeyan AU - Tandon, Rashish AU - Dimakis, Alexandros G. AU - Ravikumar, Pradeep TI - On the Information Theoretic Limits of Learning Ising Models. JO - CoRR VL - abs/1411.1434 PY - 2014// UR - http://arxiv.org/abs/1411.1434 ER - TY - Informal or Other Publication ID - DBLP:journals/eccc/DimakisGRS14 AU - Dimakis, Alexandros G. AU - Gál, Anna AU - Rawat, Ankit Singh AU - Song, Zhao TI - Batch Codes through Dense Graphs without Short Cycles. JO - Electron. Colloquium Comput. Complex. VL - TR14 PY - 2014// UR - https://eccc.weizmann.ac.il/report/2014/127 ER - TY - JOUR ID - DBLP:journals/cm/GolrezaeiMDC13 AU - Golrezaei, Negin AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Femtocaching and device-to-device collaboration: A new architecture for wireless video distribution. JO - IEEE Commun. Mag. VL - 51 IS - 4 SP - 142 EP - 149 PY - 2013// DO - 10.1109/MCOM.2013.6495773 UR - https://doi.org/10.1109/MCOM.2013.6495773 ER - TY - JOUR ID - DBLP:journals/pvldb/SathiamoorthyAPDVCB13 AU - Sathiamoorthy, Maheswaran AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vadali, Ramkumar AU - Chen, Scott AU - Borthakur, Dhruba TI - XORing Elephants: Novel Erasure Codes for Big Data. JO - Proc. VLDB Endow. VL - 6 IS - 5 SP - 325 EP - 336 PY - 2013// UR - http://www.vldb.org/pvldb/vol6/p325-sathiamoorthy.pdf UR - https://doi.org/10.14778/2535573.2488339 ER - TY - JOUR ID - DBLP:journals/tit/ShanmugamGDMC13 AU - Shanmugam, Karthikeyan AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. AU - Caire, Giuseppe TI - FemtoCaching: Wireless Content Delivery Through Distributed Caching Helpers. JO - IEEE Trans. Inf. Theory VL - 59 IS - 12 SP - 8402 EP - 8413 PY - 2013// DO - 10.1109/TIT.2013.2281606 UR - https://doi.org/10.1109/TIT.2013.2281606 ER - TY - CPAPER ID - DBLP:conf/allerton/ShanmugamDC13 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Index coding problem with side information repositories. BT - 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013, Allerton Park & Retreat Center, Monticello, IL, USA, October 2-4, 2013 SP - 1525 EP - 1530 PY - 2013// DO - 10.1109/ALLERTON.2013.6736708 UR - https://doi.org/10.1109/Allerton.2013.6736708 ER - TY - CPAPER ID - DBLP:conf/globalsip/RawatPD13 AU - Rawat, Ankit Singh AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Availability and locality in distributed storage. BT - IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013, Austin, TX, USA, December 3-5, 2013 SP - 923 EP - 928 PY - 2013// DO - 10.1109/GLOBALSIP.2013.6737043 UR - https://doi.org/10.1109/GlobalSIP.2013.6737043 ER - TY - CPAPER ID - DBLP:conf/icassp/TehraniDC13 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Optimal deterministic compressed sensing matrices. BT - IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013 SP - 5895 EP - 5899 PY - 2013// DO - 10.1109/ICASSP.2013.6638795 UR - https://doi.org/10.1109/ICASSP.2013.6638795 ER - TY - CPAPER ID - DBLP:conf/icml/PapailiopoulosDK13 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Korokythakis, Stavros TI - Sparse PCA through Low-rank Approximations. BT - Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013 SP - 747 EP - 755 PY - 2013// UR - http://proceedings.mlr.press/v28/papailiopoulos13.html ER - TY - CPAPER ID - DBLP:conf/isit/KaoDLH13 AU - Kao, Yi-Hsuan AU - Dimakis, Alexandros G. AU - Leong, Derek AU - Ho, Tracey TI - Distributed storage allocations and a hypergraph conjecture of Erdős. BT - Proceedings of the 2013 IEEE International Symposium on Information Theory, Istanbul, Turkey, July 7-12, 2013 SP - 902 EP - 906 PY - 2013// DO - 10.1109/ISIT.2013.6620357 UR - https://doi.org/10.1109/ISIT.2013.6620357 ER - TY - CPAPER ID - DBLP:conf/isit/ShanmugamDL13 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Langberg, Michael TI - Local graph coloring and index coding. BT - Proceedings of the 2013 IEEE International Symposium on Information Theory, Istanbul, Turkey, July 7-12, 2013 SP - 1152 EP - 1156 PY - 2013// DO - 10.1109/ISIT.2013.6620407 UR - https://doi.org/10.1109/ISIT.2013.6620407 ER - TY - CPAPER ID - DBLP:conf/isit/TamoPD13 AU - Tamo, Itzhak AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Optimal locally repairable codes and connections to matroid theory. BT - Proceedings of the 2013 IEEE International Symposium on Information Theory, Istanbul, Turkey, July 7-12, 2013 SP - 1814 EP - 1818 PY - 2013// DO - 10.1109/ISIT.2013.6620540 UR - https://doi.org/10.1109/ISIT.2013.6620540 ER - TY - CPAPER ID - DBLP:conf/isit/TehraniDC13 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Optimal measurement matrices for neighbor discovery. BT - Proceedings of the 2013 IEEE International Symposium on Information Theory, Istanbul, Turkey, July 7-12, 2013 SP - 2134 EP - 2138 PY - 2013// DO - 10.1109/ISIT.2013.6620603 UR - https://doi.org/10.1109/ISIT.2013.6620603 ER - TY - CPAPER ID - DBLP:conf/itw/TehraniDC13 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Optimal binary measurement matrices for compressed sensing. BT - 2013 IEEE Information Theory Workshop, ITW 2013, Sevilla, Spain, September 9-13, 2013 SP - 1 EP - 5 PY - 2013// DO - 10.1109/ITW.2013.6691243 UR - https://doi.org/10.1109/ITW.2013.6691243 ER - TY - CPAPER ID - DBLP:conf/netcod/LeTDM13 AU - Le, Anh AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Markopoulou, Athina TI - Instantly decodable network codes for real-time applications. BT - International Symposium on Network Coding, NetCod 2013, Calgary, AB, Canada, June 7-9, 2013 SP - 1 EP - 6 PY - 2013// DO - 10.1109/NETCOD.2013.6570827 UR - https://doi.org/10.1109/NetCod.2013.6570827 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1301-3791 AU - Sathiamoorthy, Maheswaran AU - Asteris, Megasthenis AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Vadali, Ramkumar AU - Chen, Scott AU - Borthakur, Dhruba TI - XORing Elephants: Novel Erasure Codes for Big Data JO - CoRR VL - abs/1301.3791 PY - 2013// UR - http://arxiv.org/abs/1301.3791 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1301-5359 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Langberg, Michael TI - Local Graph Coloring and Index Coding JO - CoRR VL - abs/1301.5359 PY - 2013// UR - http://arxiv.org/abs/1301.5359 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1301-7693 AU - Tamo, Itzhak AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Optimal Locally Repairable Codes and Connections to Matroid Theory JO - CoRR VL - abs/1301.7693 PY - 2013// UR - http://arxiv.org/abs/1301.7693 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1303-0551 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Korokythakis, Stavros TI - Sparse PCA through Low-rank Approximations JO - CoRR VL - abs/1303.0551 PY - 2013// UR - http://arxiv.org/abs/1303.0551 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1303-7197 AU - Le, Anh AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Markopoulou, Athina TI - Instantly Decodable Network Codes for Real-Time Applications JO - CoRR VL - abs/1303.7197 PY - 2013// UR - http://arxiv.org/abs/1303.7197 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1304-7429 AU - Golrezaei, Negin AU - Mansourifard, Parisa AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. TI - Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks JO - CoRR VL - abs/1304.7429 PY - 2013// UR - http://arxiv.org/abs/1304.7429 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamDC13 AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Index Coding Problem with Side Information Repositories. JO - CoRR VL - abs/1307.2672 PY - 2013// UR - http://arxiv.org/abs/1307.2672 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/HassibiHDAX13 AU - Hassibi, Babak AU - Hansen, Morten AU - Dimakis, Alexandros G. AU - Alshamary, Haider Ali Jasim AU - Xu, Weiyu TI - Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: an Analysis of Stationary Distribution and Mixing Time. JO - CoRR VL - abs/1310.7305 PY - 2013// UR - http://arxiv.org/abs/1310.7305 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/ShanmugamPDC13 AU - Shanmugam, Karthikeyan AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - A Repair Framework for Scalar MDS Codes. JO - CoRR VL - abs/1312.2135 PY - 2013// UR - http://arxiv.org/abs/1312.2135 ER - TY - JOUR ID - DBLP:journals/tit/SarwateD12 AU - Sarwate, Anand D. AU - Dimakis, Alexandros G. TI - The Impact of Mobility on Gossip Algorithms. JO - IEEE Trans. Inf. Theory VL - 58 IS - 3 SP - 1731 EP - 1742 PY - 2012// DO - 10.1109/TIT.2011.2177753 UR - https://doi.org/10.1109/TIT.2011.2177753 UR - https://www.wikidata.org/entity/Q60021624 ER - TY - JOUR ID - DBLP:journals/tit/DimakisSV12 AU - Dimakis, Alexandros G. AU - Smarandache, Roxana AU - Vontobel, Pascal O. TI - LDPC Codes for Compressed Sensing. JO - IEEE Trans. Inf. Theory VL - 58 IS - 5 SP - 3093 EP - 3114 PY - 2012// DO - 10.1109/TIT.2011.2181819 UR - https://doi.org/10.1109/TIT.2011.2181819 ER - TY - JOUR ID - DBLP:journals/tit/LeongDH12 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Distributed Storage Allocations. JO - IEEE Trans. Inf. Theory VL - 58 IS - 7 SP - 4733 EP - 4752 PY - 2012// DO - 10.1109/TIT.2012.2191135 UR - https://doi.org/10.1109/TIT.2012.2191135 ER - TY - JOUR ID - DBLP:journals/tit/KhajehnejadDHVB12 AU - Khajehnejad, M. Amin AU - Dimakis, Alexandros G. AU - Hassibi, Babak AU - Vigoda, Benjamin AU - Bradley, William TI - Reweighted LP Decoding for LDPC Codes. JO - IEEE Trans. Inf. Theory VL - 58 IS - 9 SP - 5972 EP - 5984 PY - 2012// DO - 10.1109/TIT.2012.2202211 UR - https://doi.org/10.1109/TIT.2012.2202211 ER - TY - JOUR ID - DBLP:journals/tsp/PapailiopoulosD12 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Interference Alignment as a Rank Constrained Rank Minimization. JO - IEEE Trans. Signal Process. VL - 60 IS - 8 SP - 4278 EP - 4288 PY - 2012// DO - 10.1109/TSP.2012.2197393 UR - https://doi.org/10.1109/TSP.2012.2197393 ER - TY - CPAPER ID - DBLP:conf/acssc/GolrezaeiJMDC12 AU - Golrezaei, Negin AU - Ji, Mingyue AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Device-to-device communications for wireless video delivery. BT - Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers, ACSCC 2012, Pacific Grove, CA, USA, November 4-7, 2012 SP - 930 EP - 933 PY - 2012// DO - 10.1109/ACSSC.2012.6489152 UR - https://doi.org/10.1109/ACSSC.2012.6489152 ER - TY - CPAPER ID - DBLP:conf/allerton/ShanmugamPDC12 AU - Shanmugam, Karthikeyan AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - A repair framework for scalar MDS codes. BT - 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012, Allerton Park & Retreat Center, Monticello, IL, USA, October 1-5, 2012 SP - 1166 EP - 1173 PY - 2012// DO - 10.1109/ALLERTON.2012.6483350 UR - https://doi.org/10.1109/Allerton.2012.6483350 ER - TY - CPAPER ID - DBLP:conf/cdc/XuDH12 AU - Xu, Weiyu AU - Dimakis, Alexandros G. AU - Hassibi, Babak TI - On the mixing time of Markov Chain Monte Carlo for integer least-square problems. BT - Proceedings of the 51th IEEE Conference on Decision and Control, CDC 2012, December 10-13, 2012, Maui, HI, USA SP - 2545 EP - 2550 PY - 2012// DO - 10.1109/CDC.2012.6425890 UR - https://doi.org/10.1109/CDC.2012.6425890 ER - TY - CPAPER ID - DBLP:conf/globecom/TehraniD12 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. TI - Finding three transmissions is hard. BT - 2012 IEEE Global Communications Conference, GLOBECOM 2012, Anaheim, CA, USA, December 3-7, 2012 SP - 2293 EP - 2298 PY - 2012// DO - 10.1109/GLOCOM.2012.6503457 UR - https://doi.org/10.1109/GLOCOM.2012.6503457 ER - TY - CPAPER ID - DBLP:conf/globecom/GolrezaeiDM12 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. TI - Device-to-device collaboration through distributed storage. BT - 2012 IEEE Global Communications Conference, GLOBECOM 2012, Anaheim, CA, USA, December 3-7, 2012 SP - 2397 EP - 2402 PY - 2012// DO - 10.1109/GLOCOM.2012.6503475 UR - https://doi.org/10.1109/GLOCOM.2012.6503475 ER - TY - CPAPER ID - DBLP:conf/icc/GolrezaeiSDMC12 AU - Golrezaei, Negin AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. AU - Caire, Giuseppe TI - Wireless video content delivery through coded distributed caching. BT - Proceedings of IEEE International Conference on Communications, ICC 2012, Ottawa, ON, Canada, June 10-15, 2012 SP - 2467 EP - 2472 PY - 2012// DO - 10.1109/ICC.2012.6364526 UR - https://doi.org/10.1109/ICC.2012.6364526 ER - TY - CPAPER ID - DBLP:conf/icc/GolrezaeiMD12 AU - Golrezaei, Negin AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. TI - Base-station assisted device-to-device communications for high-throughput wireless video networks. BT - Proceedings of IEEE International Conference on Communications, ICC 2012, Ottawa, ON, Canada, June 10-15, 2012 SP - 7077 EP - 7081 PY - 2012// DO - 10.1109/ICC.2012.6364729 UR - https://doi.org/10.1109/ICC.2012.6364729 ER - TY - CPAPER ID - DBLP:conf/infocom/GolrezaeiSDMC12 AU - Golrezaei, Negin AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. AU - Caire, Giuseppe TI - FemtoCaching: Wireless video content delivery through distributed caching helpers. BT - Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012 SP - 1107 EP - 1115 PY - 2012// DO - 10.1109/INFCOM.2012.6195469 UR - https://doi.org/10.1109/INFCOM.2012.6195469 ER - TY - CPAPER ID - DBLP:conf/infocom/SathiamoorthyDKB12 AU - Sathiamoorthy, Maheswaran AU - Dimakis, Alexandros G. AU - Krishnamachari, Bhaskar AU - Bai, Fan TI - Distributed storage codes reduce latency in vehicular networks. BT - Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012 SP - 2646 EP - 2650 PY - 2012// DO - 10.1109/INFCOM.2012.6195671 UR - https://doi.org/10.1109/INFCOM.2012.6195671 ER - TY - CPAPER ID - DBLP:conf/infocom/PapailiopoulosLDHL12 AU - Papailiopoulos, Dimitris S. AU - Luo, Jianqiang AU - Dimakis, Alexandros G. AU - Huang, Cheng AU - Li, Jin TI - Simple regenerating codes: Network coding for cloud storage. BT - Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012 SP - 2801 EP - 2805 PY - 2012// DO - 10.1109/INFCOM.2012.6195703 UR - https://doi.org/10.1109/INFCOM.2012.6195703 ER - TY - CPAPER ID - DBLP:conf/isit/AsterisD12 AU - Asteris, Megasthenis AU - Dimakis, Alexandros G. TI - Repairable Fountain codes. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 1752 EP - 1756 PY - 2012// DO - 10.1109/ISIT.2012.6283579 UR - https://doi.org/10.1109/ISIT.2012.6283579 ER - TY - CPAPER ID - DBLP:conf/isit/TehraniDN12 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Neely, Michael J. TI - Bipartite index coding. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 2246 EP - 2250 PY - 2012// DO - 10.1109/ISIT.2012.6283853 UR - https://doi.org/10.1109/ISIT.2012.6283853 ER - TY - CPAPER ID - DBLP:conf/isit/NtranosCD12 AU - Ntranos, Vasileios AU - Caire, Giuseppe AU - Dimakis, Alexandros G. TI - Allocations for heterogenous distributed storage. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 2761 EP - 2765 PY - 2012// DO - 10.1109/ISIT.2012.6284025 UR - https://doi.org/10.1109/ISIT.2012.6284025 ER - TY - CPAPER ID - DBLP:conf/isit/PapailiopoulosD12 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Locally repairable codes. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 2771 EP - 2775 PY - 2012// DO - 10.1109/ISIT.2012.6284027 UR - https://doi.org/10.1109/ISIT.2012.6284027 ER - TY - CPAPER ID - DBLP:conf/isit/GolrezaeiDM12 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. TI - Wireless device-to-device communications with distributed caching. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 2781 EP - 2785 PY - 2012// DO - 10.1109/ISIT.2012.6284029 UR - https://doi.org/10.1109/ISIT.2012.6284029 ER - TY - CPAPER ID - DBLP:conf/isit/PapailiopoulosSD12 AU - Papailiopoulos, Dimitris S. AU - Suh, Changho AU - Dimakis, Alexandros G. TI - Feedback in the K-user interference channel. BT - Proceedings of the 2012 IEEE International Symposium on Information Theory, ISIT 2012, Cambridge, MA, USA, July 1-6, 2012 SP - 3130 EP - 3134 PY - 2012// DO - 10.1109/ISIT.2012.6284140 UR - https://doi.org/10.1109/ISIT.2012.6284140 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1202-1596 AU - Ntranos, Vasileios AU - Caire, Giuseppe AU - Dimakis, Alexandros G. TI - Allocations for Heterogenous Distributed Storage JO - CoRR VL - abs/1202.1596 PY - 2012// UR - http://arxiv.org/abs/1202.1596 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1203-2213 AU - Xu, Weiyu AU - Dimakis, Alexandros G. AU - Hassibi, Babak TI - On the Mixing Time of Markov Chain Monte Carlo for Integer Least-Square Problems JO - CoRR VL - abs/1203.2213 PY - 2012// UR - http://arxiv.org/abs/1203.2213 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1204-1595 AU - Golrezaei, Negin AU - Molisch, Andreas F. AU - Dimakis, Alexandros G. AU - Caire, Giuseppe TI - Femtocaching and Device-to-Device Collaboration: A New Architecture for Wireless Video Distribution JO - CoRR VL - abs/1204.1595 PY - 2012// UR - http://arxiv.org/abs/1204.1595 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1205-7044 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. TI - Wireless Device-to-Device Communications with Distributed Caching JO - CoRR VL - abs/1205.7044 PY - 2012// UR - http://arxiv.org/abs/1205.7044 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1206-3804 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Locally Repairable Codes JO - CoRR VL - abs/1206.3804 PY - 2012// UR - http://arxiv.org/abs/1206.3804 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1208-1290 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. TI - Scaling Behaviors of Wireless Device-to-Device Communications with Distributed Caching JO - CoRR VL - abs/1208.1290 PY - 2012// UR - http://arxiv.org/abs/1208.1290 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1211-3174 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey AU - Effros, Michelle TI - On the Delay Advantage of Coding in Packet Erasure Networks JO - CoRR VL - abs/1211.3174 PY - 2012// UR - http://arxiv.org/abs/1211.3174 ER - TY - JOUR ID - DBLP:journals/jstsp/NazerDG11 AU - Nazer, Bobak AU - Dimakis, Alexandros G. AU - Gastpar, Michael TI - Local Interference Can Accelerate Gossip Algorithms. JO - IEEE J. Sel. Top. Signal Process. VL - 5 IS - 4 SP - 876 EP - 887 PY - 2011// DO - 10.1109/JSTSP.2011.2124440 UR - https://doi.org/10.1109/JSTSP.2011.2124440 ER - TY - JOUR ID - DBLP:journals/jstsp/TehraniDN11 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Neely, Michael J. TI - SigSag: Iterative Detection Through Soft Message-Passing. JO - IEEE J. Sel. Top. Signal Process. VL - 5 IS - 8 SP - 1512 EP - 1523 PY - 2011// DO - 10.1109/JSTSP.2011.2169042 UR - https://doi.org/10.1109/JSTSP.2011.2169042 ER - TY - JOUR ID - DBLP:journals/pieee/DimakisRWS11 AU - Dimakis, Alexandros G. AU - Ramchandran, Kannan AU - Wu, Yunnan AU - Suh, Changho TI - A Survey on Network Codes for Distributed Storage. JO - Proc. IEEE VL - 99 IS - 3 SP - 476 EP - 489 PY - 2011// DO - 10.1109/JPROC.2010.2096170 UR - https://doi.org/10.1109/JPROC.2010.2096170 ER - TY - JOUR ID - DBLP:journals/tsp/KhajehnejadDXH11 AU - Khajehnejad, M. Amin AU - Dimakis, Alexandros G. AU - Xu, Weiyu AU - Hassibi, Babak TI - Sparse Recovery of Nonnegative Signals With Minimal Expansion. JO - IEEE Trans. Signal Process. VL - 59 IS - 1 SP - 196 EP - 208 PY - 2011// DO - 10.1109/TSP.2010.2082536 UR - https://doi.org/10.1109/TSP.2010.2082536 ER - TY - CPAPER ID - DBLP:conf/acssc/LinOD11 AU - Lin, Yen-ting AU - Ortega, Antonio AU - Dimakis, Alexandros G. TI - Level estimation for sparse reconstruction in discrete tomography. BT - Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers, ACSCC 2011, Pacific Grove, CA, USA, November 6-9, 2011 SP - 85 EP - 89 PY - 2011// DO - 10.1109/ACSSC.2011.6189960 UR - https://doi.org/10.1109/ACSSC.2011.6189960 ER - TY - CPAPER ID - DBLP:conf/acssc/GolrezaeiDMC11 AU - Golrezaei, Negin AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. AU - Caire, Giuseppe TI - Wireless video content delivery through distributed caching and peer-to-peer gossiping. BT - Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers, ACSCC 2011, Pacific Grove, CA, USA, November 6-9, 2011 SP - 1177 EP - 1180 PY - 2011// DO - 10.1109/ACSSC.2011.6190200 UR - https://doi.org/10.1109/ACSSC.2011.6190200 ER - TY - CPAPER ID - DBLP:conf/acssc/Dimakis11 AU - Dimakis, Alex TI - Session TP4b: Distributed storage systems. BT - Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers, ACSCC 2011, Pacific Grove, CA, USA, November 6-9, 2011 SP - 1780 EP - 1782 PY - 2011// DO - 10.1109/ACSSC.2011.6190327 UR - https://doi.org/10.1109/ACSSC.2011.6190327 ER - TY - CPAPER ID - DBLP:conf/allerton/PapailiopoulosDC11 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Cadambe, Viveck R. TI - Repair optimal erasure codes through hadamard designs. BT - 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, Allerton Park & Retreat Center, Monticello, IL, USA, 28-30 September, 2011 SP - 1382 EP - 1389 PY - 2011// DO - 10.1109/ALLERTON.2011.6120328 UR - https://doi.org/10.1109/Allerton.2011.6120328 ER - TY - CPAPER ID - DBLP:conf/infocom/TehraniDN11 AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Neely, Michael J. TI - SigSag: Iterative detection through soft message-passing. BT - INFOCOM 2011. 30th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 10-15 April 2011, Shanghai, China SP - 1017 EP - 1025 PY - 2011// DO - 10.1109/INFCOM.2011.5934874 UR - https://doi.org/10.1109/INFCOM.2011.5934874 ER - TY - CPAPER ID - DBLP:conf/isit/KhajehnejadTDH11 AU - Khajehnejad, M. Amin AU - Tehrani, Arash Saber AU - Dimakis, Alexandros G. AU - Hassibi, Babak TI - Explicit matrices for sparse approximation. BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011, St. Petersburg, Russia, July 31 - August 5, 2011 SP - 469 EP - 473 PY - 2011// DO - 10.1109/ISIT.2011.6034170 UR - https://doi.org/10.1109/ISIT.2011.6034170 ER - TY - CPAPER ID - DBLP:conf/isit/PapailiopoulosD11 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Distributed storage codes through Hadamard designs. BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011, St. Petersburg, Russia, July 31 - August 5, 2011 SP - 1230 EP - 1234 PY - 2011// DO - 10.1109/ISIT.2011.6033731 UR - https://doi.org/10.1109/ISIT.2011.6033731 ER - TY - CPAPER ID - DBLP:conf/isit/LeongDH11 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Distributed storage allocations for optimal delay. BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011, St. Petersburg, Russia, July 31 - August 5, 2011 SP - 1447 EP - 1451 PY - 2011// DO - 10.1109/ISIT.2011.6033779 UR - https://doi.org/10.1109/ISIT.2011.6033779 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1103-2837 AU - Khajehnejad, M. Amin AU - Dimakis, Alexandros G. AU - Hassibi, Babak AU - Vigoda, Benjamin AU - Bradley, William TI - Reweighted LP Decoding for LDPC Codes JO - CoRR VL - abs/1103.2837 PY - 2011// UR - http://arxiv.org/abs/1103.2837 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1106-1634 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. AU - Cadambe, Viveck R. TI - Repair Optimal Erasure Codes through Hadamard Designs JO - CoRR VL - abs/1106.1634 PY - 2011// UR - http://arxiv.org/abs/1106.1634 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1106-1652 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Distributed Storage Codes through Hadamard Designs JO - CoRR VL - abs/1106.1652 PY - 2011// UR - http://arxiv.org/abs/1106.1652 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1106-2581 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Distributed Storage Allocations for Optimal Delay JO - CoRR VL - abs/1106.2581 PY - 2011// UR - http://arxiv.org/abs/1106.2581 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1109-0264 AU - Papailiopoulos, Dimitris S. AU - Luo, Jianqiang AU - Dimakis, Alexandros G. AU - Huang, Cheng AU - Li, Jin TI - Simple Regenerating Codes: Network Coding for Cloud Storage JO - CoRR VL - abs/1109.0264 PY - 2011// UR - http://arxiv.org/abs/1109.0264 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1109-4179 AU - Golrezaei, Negin AU - Shanmugam, Karthikeyan AU - Dimakis, Alexandros G. AU - Molisch, Andreas F. AU - Caire, Giuseppe TI - FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers JO - CoRR VL - abs/1109.4179 PY - 2011// UR - http://arxiv.org/abs/1109.4179 ER - TY - JOUR ID - DBLP:journals/pieee/DimakisKMRS10 AU - Dimakis, Alexandros G. AU - Kar, Soummya AU - Moura, José M. F. AU - Rabbat, Michael G. AU - Scaglione, Anna TI - Gossip Algorithms for Distributed Signal Processing. JO - Proc. IEEE VL - 98 IS - 11 SP - 1847 EP - 1864 PY - 2010// DO - 10.1109/JPROC.2010.2052531 UR - https://doi.org/10.1109/JPROC.2010.2052531 ER - TY - JOUR ID - DBLP:journals/tit/DimakisGWWR10 AU - Dimakis, Alexandros G. AU - Godfrey, Brighten AU - Wu, Yunnan AU - Wainwright, Martin J. AU - Ramchandran, Kannan TI - Network coding for distributed storage systems. JO - IEEE Trans. Inf. Theory VL - 56 IS - 9 SP - 4539 EP - 4551 PY - 2010// DO - 10.1109/TIT.2010.2054295 UR - https://doi.org/10.1109/TIT.2010.2054295 UR - https://www.wikidata.org/entity/Q56474330 ER - TY - JOUR ID - DBLP:journals/tit/BenezitDTV10 AU - Bénézit, Florence AU - Dimakis, Alexandros G. AU - Thiran, Patrick AU - Vetterli, Martin TI - Order-optimal consensus through randomized path averaging. JO - IEEE Trans. Inf. Theory VL - 56 IS - 10 SP - 5150 EP - 5167 PY - 2010// DO - 10.1109/TIT.2010.2060050 UR - https://doi.org/10.1109/TIT.2010.2060050 UR - https://www.wikidata.org/entity/Q59341408 ER - TY - CPAPER ID - DBLP:conf/allerton/KhajehnejadDHB10 AU - Khajehnejad, M. Amin AU - Dimakis, Alexandros G. AU - Hassibi, Babak AU - Bradley, William TI - Reweighted LP decoding for LDPC codes. BT - 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020 SP - 180 EP - 187 PY - 2010// DO - 10.1109/ALLERTON.2010.5706905 UR - https://doi.org/10.1109/ALLERTON.2010.5706905 ER - TY - CPAPER ID - DBLP:conf/allerton/HassibiDP10 AU - Hassibi, Babak AU - Dimakis, Alexandros G. AU - Papailiopoulos, Dimitris TI - MCMC methods for integer least-squares problems. BT - 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020 SP - 495 EP - 501 PY - 2010// DO - 10.1109/ALLERTON.2010.5706947 UR - https://doi.org/10.1109/ALLERTON.2010.5706947 ER - TY - CPAPER ID - DBLP:conf/allerton/PapailiopoulosD10 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Distributed storage codes meet multiple-access wiretap channels. BT - 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020 SP - 1420 EP - 1427 PY - 2010// DO - 10.1109/ALLERTON.2010.5707080 UR - https://doi.org/10.1109/ALLERTON.2010.5707080 ER - TY - CPAPER ID - DBLP:conf/globecom/LeongDH10 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Symmetric Allocations for Distributed Storage. BT - Proceedings of the Global Communications Conference, 2010. GLOBECOM 2010, 6-10 December 2010, Miami, Florida, USA SP - 1 EP - 6 PY - 2010// DO - 10.1109/GLOCOM.2010.5683962 UR - https://doi.org/10.1109/GLOCOM.2010.5683962 ER - TY - CPAPER ID - DBLP:conf/globecom/PapailiopoulosD10 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Interference Alignment as a Rank Constrained Rank Minimization. BT - Proceedings of the Global Communications Conference, 2010. GLOBECOM 2010, 6-10 December 2010, Miami, Florida, USA SP - 1 EP - 6 PY - 2010// DO - 10.1109/GLOCOM.2010.5684037 UR - https://doi.org/10.1109/GLOCOM.2010.5684037 ER - TY - CPAPER ID - DBLP:conf/icc/LeongDH10 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Distributed Storage Allocation for High Reliability. BT - Proceedings of IEEE International Conference on Communications, ICC 2010, Cape Town, South Africa, 23-27 May 2010 SP - 1 EP - 6 PY - 2010// DO - 10.1109/ICC.2010.5502492 UR - https://doi.org/10.1109/ICC.2010.5502492 ER - TY - CPAPER ID - DBLP:conf/icip/LinOD10 AU - Lin, Yen-ting AU - Ortega, Antonio AU - Dimakis, Alexandros G. TI - Sparse recovery for discrete tomography. BT - Proceedings of the International Conference on Image Processing, ICIP 2010, September 26-29, Hong Kong, China SP - 4181 EP - 4184 PY - 2010// DO - 10.1109/ICIP.2010.5649615 UR - https://doi.org/10.1109/ICIP.2010.5649615 ER - TY - CPAPER ID - DBLP:conf/isit/DikaliotisDH10 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Security in distributed storage systems by communicating a logarithmic number of bits. BT - IEEE International Symposium on Information Theory, ISIT 2010, June 13-18, 2010, Austin, Texas, USA, Proceedings SP - 1948 EP - 1952 PY - 2010// DO - 10.1109/ISIT.2010.5513354 UR - https://doi.org/10.1109/ISIT.2010.5513354 ER - TY - CPAPER ID - DBLP:conf/itw/DikaliotisDHE10 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey AU - Effros, Michelle TI - On the delay advantage of coding in packet erasure networks. BT - 2010 IEEE Information Theory Workshop, ITW 2010, Dublin, Ireland, August 30 - September 3, 2010 SP - 1 EP - 5 PY - 2010// DO - 10.1109/CIG.2010.5592713 UR - https://doi.org/10.1109/CIG.2010.5592713 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1003-5309 AU - Dimakis, Alexandros G. AU - Kar, Soummya AU - Moura, José M. F. AU - Rabbat, Michael G. AU - Scaglione, Anna TI - Gossip Algorithms for Distributed Signal Processing JO - CoRR VL - abs/1003.5309 PY - 2010// UR - http://arxiv.org/abs/1003.5309 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1004-4438 AU - Dimakis, Alexandros G. AU - Ramchandran, Kannan AU - Wu, Yunnan AU - Suh, Changho TI - A Survey on Network Codes for Distributed Storage JO - CoRR VL - abs/1004.4438 PY - 2010// UR - http://arxiv.org/abs/1004.4438 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1005-0426 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Security in Distributed Storage Systems by Communicating a Logarithmic Number of Bits JO - CoRR VL - abs/1005.0426 PY - 2010// UR - http://arxiv.org/abs/1005.0426 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1007-5044 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Symmetric Allocations for Distributed Storage JO - CoRR VL - abs/1007.5044 PY - 2010// UR - http://arxiv.org/abs/1007.5044 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1009-3291 AU - Wang, Zhiying AU - Dimakis, Alexandros G. AU - Bruck, Jehoshua TI - Rebuilding for Array Codes in Distributed Storage Systems JO - CoRR VL - abs/1009.3291 PY - 2010// UR - http://arxiv.org/abs/1009.3291 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1010-0476 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Interference Alignment as a Rank Constrained Rank Minimization JO - CoRR VL - abs/1010.0476 PY - 2010// UR - http://arxiv.org/abs/1010.0476 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1010-0485 AU - Papailiopoulos, Dimitris S. AU - Dimakis, Alexandros G. TI - Distributed Storage Codes Meet Multiple-Access Wiretap Channels JO - CoRR VL - abs/1010.0485 PY - 2010// UR - http://arxiv.org/abs/1010.0485 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1011-5287 AU - Leong, Derek AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Distributed Storage Allocations JO - CoRR VL - abs/1011.5287 PY - 2010// UR - http://arxiv.org/abs/1011.5287 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1012-0602 AU - Dimakis, Alexandros G. AU - Smarandache, Roxana AU - Vontobel, Pascal O. TI - LDPC Codes for Compressed Sensing JO - CoRR VL - abs/1012.0602 PY - 2010// UR - http://arxiv.org/abs/1012.0602 ER - TY - JOUR ID - DBLP:journals/tit/DimakisGW09 AU - Dimakis, Alexandros G. AU - Gohari, Amin A. AU - Wainwright, Martin J. TI - Guessing facets: polytope structure and improved LP decoder. JO - IEEE Trans. Inf. Theory VL - 55 IS - 8 SP - 3479 EP - 3487 PY - 2009// DO - 10.1109/TIT.2009.2023735 UR - https://doi.org/10.1109/TIT.2009.2023735 ER - TY - CPAPER ID - DBLP:conf/allerton/DimakisV09 AU - Dimakis, Alexandros G. AU - Vontobel, Pascal O. TI - LP decoding meets LP decoding: A connection between channel coding and compressed sensing. BT - 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009 SP - 8 EP - 15 PY - 2009// DO - 10.1109/ALLERTON.2009.5394826 UR - https://doi.org/10.1109/ALLERTON.2009.5394826 ER - TY - CPAPER ID - DBLP:conf/allerton/AysalSD09 AU - Aysal, Tuncer C. AU - Sarwate, Anand D. AU - Dimakis, Alexandros G. TI - Reaching consensus in wireless networks with probabilistic broadcast. BT - 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009 SP - 732 EP - 739 PY - 2009// DO - 10.1109/ALLERTON.2009.5394935 UR - https://doi.org/10.1109/ALLERTON.2009.5394935 ER - TY - CPAPER ID - DBLP:conf/globecom/HansenHDX09 AU - Hansen, Morten AU - Hassibi, Babak AU - Dimakis, Alexandros G. AU - Xu, Weiyu TI - Near-Optimal Detection in MIMO Systems Using Gibbs Sampling. BT - Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November - 4 December 2009 SP - 1 EP - 6 PY - 2009// DO - 10.1109/GLOCOM.2009.5425927 UR - https://doi.org/10.1109/GLOCOM.2009.5425927 ER - TY - CPAPER ID - DBLP:conf/icassp/NazerDG09 AU - Nazer, Bobak AU - Dimakis, Alexandros G. AU - Gastpar, Michael TI - Neighborhood gossip: Concurrent averaging through local interference. BT - Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan SP - 3657 EP - 3660 PY - 2009// DO - 10.1109/ICASSP.2009.4960419 UR - https://doi.org/10.1109/ICASSP.2009.4960419 UR - https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4960419 ER - TY - CPAPER ID - DBLP:conf/infocom/SarwateD09 AU - Sarwate, Anand D. AU - Dimakis, Alexandros G. TI - The Impact of Mobility on Gossip Algorithms. BT - INFOCOM 2009. 28th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 19-25 April 2009, Rio de Janeiro, Brazil SP - 2088 EP - 2096 PY - 2009// DO - 10.1109/INFCOM.2009.5062132 UR - https://doi.org/10.1109/INFCOM.2009.5062132 ER - TY - CPAPER ID - DBLP:conf/isit/DikaliotisDHE09 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey AU - Effros, Michelle TI - On the delay of network coding over line networks. BT - IEEE International Symposium on Information Theory, ISIT 2009, June 28 - July 3, 2009, Seoul, Korea, Proceedings SP - 1408 EP - 1412 PY - 2009// DO - 10.1109/ISIT.2009.5205897 UR - https://doi.org/10.1109/ISIT.2009.5205897 ER - TY - CPAPER ID - DBLP:conf/isit/WuD09 AU - Wu, Yunnan AU - Dimakis, Alexandros G. TI - Reducing repair traffic for erasure coding-based storage via interference alignment. BT - IEEE International Symposium on Information Theory, ISIT 2009, June 28 - July 3, 2009, Seoul, Korea, Proceedings SP - 2276 EP - 2280 PY - 2009// DO - 10.1109/ISIT.2009.5205898 UR - https://doi.org/10.1109/ISIT.2009.5205898 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0902-4045 AU - Khajehnejad, M. Amin AU - Dimakis, Alexandros G. AU - Xu, Weiyu AU - Hassibi, Babak TI - Sparse Recovery of Positive Signals with Minimal Expansion JO - CoRR VL - abs/0902.4045 PY - 2009// UR - http://arxiv.org/abs/0902.4045 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0910-1121 AU - Dimakis, Alexandros G. AU - Vontobel, Pascal O. TI - LP Decoding meets LP Decoding: A Connection between Channel Coding and Compressed Sensing JO - CoRR VL - abs/0910.1121 PY - 2009// UR - http://arxiv.org/abs/0910.1121 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0910-1463 AU - Hansen, Morten AU - Hassibi, Babak AU - Dimakis, Alexandros G. AU - Xu, Weiyu TI - Near-Optimal Detection in MIMO Systems using Gibbs Sampling JO - CoRR VL - abs/0910.1463 PY - 2009// UR - http://arxiv.org/abs/0910.1463 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0910-2245 AU - Cullina, Daniel AU - Dimakis, Alexandros G. AU - Ho, Tracey TI - Searching for Minimum Storage Regenerating Codes JO - CoRR VL - abs/0910.2245 PY - 2009// UR - http://arxiv.org/abs/0910.2245 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0910-3975 AU - Dikaliotis, Theodoros K. AU - Dimakis, Alexandros G. AU - Ho, Tracey AU - Effros, Michelle TI - On the Delay of Network Coding over Line Networks JO - CoRR VL - abs/0910.3975 PY - 2009// UR - http://arxiv.org/abs/0910.3975 ER - TY - JOUR ID - DBLP:journals/tit/DaskalakisDKW08 AU - Daskalakis, Constantinos AU - Dimakis, Alexandros G. AU - Karp, Richard M. AU - Wainwright, Martin J. TI - Probabilistic Analysis of Linear Programming Decoding. JO - IEEE Trans. Inf. Theory VL - 54 IS - 8 SP - 3565 EP - 3578 PY - 2008// DO - 10.1109/TIT.2008.926452 UR - https://doi.org/10.1109/TIT.2008.926452 ER - TY - JOUR ID - DBLP:journals/tsp/DimakisSW08 AU - Dimakis, Alexandros G. AU - Sarwate, Anand D. AU - Wainwright, Martin J. TI - Geographic Gossip: Efficient Averaging for Sensor Networks. JO - IEEE Trans. Signal Process. VL - 56 IS - 3 SP - 1205 EP - 1216 PY - 2008// DO - 10.1109/TSP.2007.908946 UR - https://doi.org/10.1109/TSP.2007.908946 UR - https://www.wikidata.org/entity/Q60021636 ER - TY - CPAPER ID - DBLP:conf/allerton/NazerDG08 AU - Nazer, Bobak AU - Dimakis, Alexandros G. AU - Gastpar, Michael TI - Local interference can accelerate gossip algorithms. BT - 46th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2008, Monticello, IL, USA, September 24-26, 2008 SP - 591 EP - 598 PY - 2008// DO - 10.1109/ALLERTON.2008.4797612 UR - https://doi.org/10.1109/ALLERTON.2008.4797612 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0802-2587 AU - Bénézit, Florence AU - Dimakis, Alexandros G. AU - Thiran, Patrick AU - Vetterli, Martin TI - Order-Optimal Consensus through Randomized Path Averaging JO - CoRR VL - abs/0802.2587 PY - 2008// UR - http://arxiv.org/abs/0802.2587 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0803-0632 AU - Dimakis, Alexandros G. AU - Godfrey, Brighten AU - Wu, Yunnan AU - Wainwright, Martin J. AU - Ramchandran, Kannan TI - Network Coding for Distributed Storage Systems JO - CoRR VL - abs/0803.0632 PY - 2008// UR - http://arxiv.org/abs/0803.0632 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0808-2073 AU - Dimakis, Alexandros G. AU - Wainwright, Martin J. AU - Ramchandran, Kannan TI - Lower Bounds on the Rate-Distortion Function of LDGM Codes JO - CoRR VL - abs/0808.2073 PY - 2008// UR - http://arxiv.org/abs/0808.2073 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0810-2513 AU - Sarwate, Anand D. AU - Dimakis, Alexandros G. TI - The Impact of Mobility on Gossip Algorithms JO - CoRR VL - abs/0810.2513 PY - 2008// UR - http://arxiv.org/abs/0810.2513 ER - TY - CPAPER ID - DBLP:conf/infocom/DimakisGWR07 AU - Dimakis, Alexandros G. AU - Godfrey, Brighten AU - Wainwright, Martin J. AU - Ramchandran, Kannan TI - Network Coding for Distributed Storage Systems. BT - INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA SP - 2000 EP - 2008 PY - 2007// DO - 10.1109/INFCOM.2007.232 UR - https://doi.org/10.1109/INFCOM.2007.232 ER - TY - CPAPER ID - DBLP:conf/ipsn/SchiffADCW07 AU - Schiff, Jeremy AU - Antonelli, Dominic AU - Dimakis, Alexandros G. AU - Chu, David AU - Wainwright, Martin J. TI - Robust message-passing for statistical inference in sensor networks. BT - Proceedings of the 6th International Conference on Information Processing in Sensor Networks, IPSN 2007, Cambridge, Massachusetts, USA, April 25-27, 2007 SP - 109 EP - 118 PY - 2007// DO - 10.1145/1236360.1236375 UR - https://doi.org/10.1145/1236360.1236375 UR - https://doi.org/10.1109/IPSN.2007.4379670 ER - TY - CPAPER ID - DBLP:conf/mmsp/DimakisWR07 AU - Dimakis, Alexandros G. AU - Wang, Jiajun AU - Ramchandran, Kannan TI - Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming. BT - IEEE 9th Workshop on Multimedia Signal Processing, MMSP 2007, Chania, Crete, Greece, October 1-3, 2007 SP - 107 EP - 110 PY - 2007// DO - 10.1109/MMSP.2007.4412829 UR - https://doi.org/10.1109/MMSP.2007.4412829 ER - TY - CPAPER ID - DBLP:conf/soda/DaskalakisDKW07 AU - Daskalakis, Constantinos AU - Dimakis, Alexandros G. AU - Karp, Richard M. AU - Wainwright, Martin J. TI - Probabilistic analysis of linear programming decoding. BT - Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2007, New Orleans, Louisiana, USA, January 7-9, 2007 SP - 385 EP - 394 PY - 2007// UR - http://dl.acm.org/citation.cfm?id=1283383.1283424 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0709-3915 AU - Dimakis, Alexandros G. AU - Gohari, Amin A. AU - Wainwright, Martin J. TI - Guessing Facets: Polytope Structure and Improved LP Decoding JO - CoRR VL - abs/0709.3915 PY - 2007// UR - http://arxiv.org/abs/0709.3915 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-0709-3921 AU - Dimakis, Alexandros G. AU - Sarwate, Anand D. AU - Wainwright, Martin J. TI - Geographic Gossip: Efficient Averaging for Sensor Networks JO - CoRR VL - abs/0709.3921 PY - 2007// UR - http://arxiv.org/abs/0709.3921 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0702014 AU - Daskalakis, Constantinos AU - Dimakis, Alexandros G. AU - Karp, Richard M. AU - Wainwright, Martin J. TI - Probabilistic Analysis of Linear Programming Decoding JO - CoRR VL - abs/cs/0702014 PY - 2007// UR - http://arxiv.org/abs/cs/0702014 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0702015 AU - Dimakis, Alexandros G. AU - Godfrey, Brighten AU - Wainwright, Martin J. AU - Ramchandran, Kannan TI - Network Coding for Distributed Storage Systems JO - CoRR VL - abs/cs/0702015 PY - 2007// UR - http://arxiv.org/abs/cs/0702015 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-math-0703902 AU - Daskalakis, Constantinos AU - Dimakis, Alexandros G. AU - Mossel, Elchanan TI - Connectivity and Equilibrium in Random Games JO - CoRR VL - abs/math/0703902 PY - 2007// UR - http://arxiv.org/abs/math/0703902 ER - TY - JOUR ID - DBLP:journals/tit/DimakisPR06 AU - Dimakis, Alexandros G. AU - Prabhakaran, Vinod M. AU - Ramchandran, Kannan TI - Decentralized erasure codes for distributed networked storage. JO - IEEE Trans. Inf. Theory VL - 52 IS - 6 SP - 2809 EP - 2816 PY - 2006// DO - 10.1109/TIT.2006.874535 UR - https://doi.org/10.1109/TIT.2006.874535 ER - TY - CPAPER ID - DBLP:conf/icassp/DimakisPR06 AU - Dimakis, Alexandros G. AU - Prabhakaran, Vinod M. AU - Ramchandran, Kannan TI - Distributed Fountain Codes for Networked Storage. BT - 2006 IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2006, Toulouse, France, May 14-19, 2006 SP - 1149 EP - 1152 PY - 2006// DO - 10.1109/ICASSP.2006.1661484 UR - https://doi.org/10.1109/ICASSP.2006.1661484 ER - TY - CPAPER ID - DBLP:conf/ipsn/DimakisSW06 AU - Dimakis, Alexandros G. AU - Sarwate, Anand D. AU - Wainwright, Martin J. TI - Geographic gossip: efficient aggregation for sensor networks. BT - Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN 2006, Nashville, Tennessee, USA, April 19-21, 2006 SP - 69 EP - 76 PY - 2006// DO - 10.1145/1127777.1127791 UR - https://doi.org/10.1145/1127777.1127791 UR - https://doi.org/10.1109/IPSN.2006.244081 ER - TY - CPAPER ID - DBLP:conf/isit/DimakisW06 AU - Dimakis, Alexandros G. AU - Wainwright, Martin J. TI - Guessing Facets: Polytope Structure and Improved LP Decoder. BT - Proceedings 2006 IEEE International Symposium on Information Theory, ISIT 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14, 2006 SP - 1369 EP - 1373 PY - 2006// DO - 10.1109/ISIT.2006.262070 UR - https://doi.org/10.1109/ISIT.2006.262070 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0601130 AU - Dimakis, Alexandros G. AU - Petrovic, Dragan AU - Ramchandran, Kannan TI - From Dumb Wireless Sensors to Smart Networks using Network Coding JO - CoRR VL - abs/cs/0601130 PY - 2006// UR - http://arxiv.org/abs/cs/0601130 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0602071 AU - Dimakis, Alexandros G. AU - Sarwate, Anand D. AU - Wainwright, Martin J. TI - Geographic Gossip: Efficient Aggregation for Sensor Networks JO - CoRR VL - abs/cs/0602071 PY - 2006// UR - http://arxiv.org/abs/cs/0602071 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0606049 AU - Dimakis, Alexandros G. AU - Prabhakaran, Vinod M. AU - Ramchandran, Kannan TI - Decentralized Erasure Codes for Distributed Networked Storage JO - CoRR VL - abs/cs/0606049 PY - 2006// UR - http://arxiv.org/abs/cs/0606049 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-cs-0608029 AU - Dimakis, Alexandros G. AU - Wainwright, Martin J. TI - Guessing Facets: Polytope Structure and Improved LP Decoder JO - CoRR VL - abs/cs/0608029 PY - 2006// UR - http://arxiv.org/abs/cs/0608029 ER - TY - JOUR ID - DBLP:journals/tsp/DimakisM05 AU - Dimakis, Alexandros G. AU - Maragos, Petros TI - Phase-modulated resonances modeled as self-similar processes with application to turbulent sounds. JO - IEEE Trans. Signal Process. VL - 53 IS - 11 SP - 4261 EP - 4272 PY - 2005// DO - 10.1109/TSP.2005.857010 UR - https://doi.org/10.1109/tsp.2005.857010 ER - TY - CPAPER ID - DBLP:conf/ipsn/DimakisPR05 AU - Dimakis, Alexandros G. AU - Prabhakaran, Vinod M. AU - Ramchandran, Kannan TI - Ubiquitous access to distributed data in large-scale sensor networks through decentralized erasure codes. BT - Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, IPSN 2005, April 25-27, 2005, UCLA, Los Angeles, California, USA SP - 111 EP - 117 PY - 2005// DO - 10.1109/IPSN.2005.1440909 UR - https://doi.org/10.1109/IPSN.2005.1440909 UR - http://dl.acm.org/citation.cfm?id=1147708 ER - TY - CPAPER ID - DBLP:conf/icassp/DimakisM04 AU - Dimakis, Alexandros G. AU - Maragos, Petros TI - Modeling resonances with phase modulated self-similar processes [speech processing example]. BT - 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004 SP - 877 EP - 880 PY - 2004// DO - 10.1109/ICASSP.2004.1326398 UR - https://doi.org/10.1109/ICASSP.2004.1326398 ER - TY - CPAPER ID - DBLP:conf/icdsp/MaragosDK02 AU - Maragos, Petros AU - Dimakis, Alexandros G. AU - Kokkinos, Iasonas TI - Some advances in nonlinear speech modeling using modulations, fractals, and chaos. BT - 14th International Conference on Digital Signal Processing, DSP 2002, Santorini, Greece, July 1-3, 2002 SP - 325 EP - 332 PY - 2002// DO - 10.1109/ICDSP.2002.1027897 UR - https://doi.org/10.1109/ICDSP.2002.1027897 ER -