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ORCIDAlexandros G. Dimakis
Alex Dimakis
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- affiliation: University of Texas at Austin, USA
- affiliation: University of Southern California, Los Angeles, USA
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2020 – today
- 2024
[j45]Adam R. Klivans, Alexandros G. Dimakis, Kristen Grauman, Jonathan I. Tamir, Daniel Jesus Diaz, Karen Davidson
:
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world. AI Mag. 45(1): 35-41 (2024)- [j44]Jay Whang, Alliot Nagle, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis:
Neural Distributed Source Coding. IEEE J. Sel. Areas Inf. Theory 5: 493-508 (2024) - [c138]Mi Luo, Zihui Xue, Alex Dimakis, Kristen Grauman:
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos. ECCV (38) 2024: 407-425 - [c137]Giannis Daras, Alex Dimakis, Constantinos Daskalakis:
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data. ICML 2024 - [i146]Mi Luo, Zihui Xue, Alex Dimakis, Kristen Grauman:
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos. CoRR abs/2403.06351 (2024) - [i145]Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar, Suchin Gururangan, Mitchell Wortsman, Rulin Shao, Jean Mercat, Alex Fang, Jeffrey Li, Sedrick Keh, Rui Xin, Marianna Nezhurina, Igor Vasiljevic, Jenia Jitsev, Alexandros G. Dimakis, Gabriel Ilharco, Shuran Song, Thomas Kollar, Yair Carmon, Achal Dave, Reinhard Heckel, Niklas Muennighoff, Ludwig Schmidt:
Language models scale reliably with over-training and on downstream tasks. CoRR abs/2403.08540 (2024) - [i144]Asad Aali, Giannis Daras, Brett Levac, Sidharth Kumar, Alexandros G. Dimakis, Jonathan I. Tamir:
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data. CoRR abs/2403.08728 (2024) - [i143]Sunny Sanyal, Sujay Sanghavi, Alexandros G. Dimakis:
Pre-training Small Base LMs with Fewer Tokens. CoRR abs/2404.08634 (2024) - [i142]Giannis Daras, Alexandros G. Dimakis, Constantinos Daskalakis:
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data. CoRR abs/2404.10177 (2024) - [i141]Yating Wu, Ritika Mangla, Alexandros G. Dimakis, Greg Durrett, Junyi Jessy Li:
Which questions should I answer? Salience Prediction of Inquisitive Questions. CoRR abs/2404.10917 (2024) - [i140]Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Krishna Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi:
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors. CoRR abs/2405.19597 (2024) - [i139]Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar:
DataComp-LM: In search of the next generation of training sets for language models. CoRR abs/2406.11794 (2024) - [i138]Yi-Jen Shih, Zoi Gkalitsiou, Alexandros G. Dimakis, David Harwath:
Self-supervised Speech Models for Word-Level Stuttered Speech Detection. CoRR abs/2409.10704 (2024) - [i137]Giannis Daras, Hyungjin Chung, Chieh-Hsin Lai, Yuki Mitsufuji, Jong Chul Ye, Peyman Milanfar, Alexandros G. Dimakis, Mauricio Delbracio:
A Survey on Diffusion Models for Inverse Problems. CoRR abs/2410.00083 (2024) - 2023
- [j43]Negar Kiyavash, Elias Bareinboim, Todd P. Coleman, Alex Dimakis, Bernhard Schlkopf, Peter Spirtes, Kun Zhang, Robert Nowak:
Editorial Special Issue on Causality: Fundamental Limits and Applications. IEEE J. Sel. Areas Inf. Theory 4: iv (2023) - [j42]Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis:
Model-Based Deep Learning. Proc. IEEE 111(5): 465-499 (2023) - [j41]Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alex Dimakis, Peyman Milanfar:
Soft Diffusion: Score Matching with General Corruptions. Trans. Mach. Learn. Res. 2023 (2023) - [c136]Sriram Ravula, Varun Gorti, Bo Deng, Swagato Chakraborty, James Pingenot, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, Alexandros G. Dimakis:
One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. ICCAD 2023: 1-9 - [c135]Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew D. Ellington, Alex Dimakis, Adam R. Klivans:
HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing. ICLR 2023 - [c134]Sitan Chen, Giannis Daras, Alex Dimakis:
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers. ICML 2023: 4462-4484 - [c133]Giannis Daras, Yuval Dagan, Alex Dimakis, Constantinos Daskalakis:
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent. NeurIPS 2023 - [c132]Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alex Dimakis, Adam R. Klivans:
Ambient Diffusion: Learning Clean Distributions from Corrupted Data. NeurIPS 2023 - [c131]Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander J. Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt:
DataComp: In search of the next generation of multimodal datasets. NeurIPS 2023 - [c130]Litu Rout, Negin Raoof, Giannis Daras, Constantine Caramanis, Alex Dimakis, Sanjay Shakkottai:
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models. NeurIPS 2023 - [i136]Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis:
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent. CoRR abs/2302.09057 (2023) - [i135]Sitan Chen, Giannis Daras, Alexandros G. Dimakis:
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers. CoRR abs/2303.03384 (2023) - [i134]Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt:
DataComp: In search of the next generation of multimodal datasets. CoRR abs/2304.14108 (2023) - [i133]Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alexandros G. Dimakis, Adam R. Klivans:
Ambient Diffusion: Learning Clean Distributions from Corrupted Data. CoRR abs/2305.19256 (2023) - [i132]Sriram Ravula, Brett Levac, Ajil Jalal, Jonathan I. Tamir, Alexandros G. Dimakis:
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models. CoRR abs/2306.03284 (2023) - [i131]Sriram Ravula, Varun Gorti, Bo Deng, Swagato Chakraborty, James Pingenot, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, Alexandros G. Dimakis:
One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. CoRR abs/2306.04001 (2023) - [i130]Litu Rout, Negin Raoof, Giannis Daras, Constantine Caramanis, Alexandros G. Dimakis, Sanjay Shakkottai:
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models. CoRR abs/2307.00619 (2023) - [i129]Divyanshu Saxena, Nihal Sharma, Donghyun Kim, Rohit Dwivedula, Jiayi Chen, Chenxi Yang, Sriram Ravula, Zichao Hu, Aditya Akella, Sebastian Angel, Joydeep Biswas, Swarat Chaudhuri, Isil Dillig, Alex Dimakis, Philip Brighten Godfrey, Daehyeok Kim, Christopher J. Rossbach, Gang Wang:
On a Foundation Model for Operating Systems. CoRR abs/2312.07813 (2023) - 2022
- [c129]Sriram Ravula, Alexandros G. Dimakis:
One-dimensional Deep Image Prior for Time Series Inverse Problems. IEEECONF 2022: 1005-1009 - [c128]Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar:
Deblurring via Stochastic Refinement. CVPR 2022: 16272-16282 - [c127]Giannis Daras, Yuval Dagan, Alex Dimakis, Constantinos Daskalakis:
Score-Guided Intermediate Level Optimization: Fast Langevin Mixing for Inverse Problems. ICML 2022: 4722-4753 - [c126]Giannis Daras, Negin Raoof, Zoi Gkalitsiou, Alex Dimakis:
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve. NeurIPS 2022 - [c125]Matt Jordan, Jonathan Hayase, Alex Dimakis, Sewoong Oh:
Zonotope Domains for Lagrangian Neural Network Verification. NeurIPS 2022 - [i128]Giannis Daras, Alexandros G. Dimakis:
Discovering the Hidden Vocabulary of DALLE-2. CoRR abs/2206.00169 (2022) - [i127]Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis:
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems. CoRR abs/2206.09104 (2022) - [i126]Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alexandros G. Dimakis, Peyman Milanfar:
Soft Diffusion: Score Matching for General Corruptions. CoRR abs/2209.05442 (2022) - [i125]Matt Jordan, Jonathan Hayase, Alexandros G. Dimakis, Sewoong Oh:
Zonotope Domains for Lagrangian Neural Network Verification. CoRR abs/2210.08069 (2022) - [i124]Giannis Daras, Negin Raoof, Zoi Gkalitsiou, Alexandros G. Dimakis:
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve. CoRR abs/2210.11618 (2022) - [i123]Giannis Daras, Alexandros G. Dimakis:
Multiresolution Textual Inversion. CoRR abs/2211.17115 (2022) - 2021
- [j40]Eren Balevi, Akash S. Doshi, Ajil Jalal, Alexandros G. Dimakis, Jeffrey G. Andrews:
High Dimensional Channel Estimation Using Deep Generative Networks. IEEE J. Sel. Areas Commun. 39(1): 18-30 (2021) - [c124]Giannis Daras, Joseph Dean, Ajil Jalal, Alex Dimakis:
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. ICML 2021: 2421-2432 - [c123]Ajil Jalal, Sushrut Karmalkar, Alex Dimakis, Eric Price:
Instance-Optimal Compressed Sensing via Posterior Sampling. ICML 2021: 4709-4720 - [c122]Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alex Dimakis, Eric Price:
Fairness for Image Generation with Uncertain Sensitive Attributes. ICML 2021: 4721-4732 - [c121]Matt Jordan, Alex Dimakis:
Provable Lipschitz Certification for Generative Models. ICML 2021: 5118-5126 - [c120]Jay Whang, Qi Lei, Alex Dimakis:
Solving Inverse Problems with a Flow-based Noise Model. ICML 2021: 11146-11157 - [c119]Jay Whang, Erik M. Lindgren, Alex Dimakis:
Composing Normalizing Flows for Inverse Problems. ICML 2021: 11158-11169 - [c118]Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis:
Inverse Problems Leveraging Pre-trained Contrastive Representations. NeurIPS 2021: 8753-8765 - [c117]Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir:
Robust Compressed Sensing MRI with Deep Generative Priors. NeurIPS 2021: 14938-14954 - [e1]Alex Smola, Alex Dimakis, Ion Stoica:
Proceedings of the Fourth Conference on Machine Learning and Systems, MLSys 2021, virtual, April 5-9, 2021. mlsys.org 2021 [contents] - [i122]Giannis Daras, Joseph Dean, Ajil Jalal, Alexandros G. Dimakis:
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. CoRR abs/2102.07364 (2021) - [i121]Jay Whang, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis:
Neural Distributed Source Coding. CoRR abs/2106.02797 (2021) - [i120]Ajil Jalal, Sushrut Karmalkar, Alexandros G. Dimakis, Eric Price:
Instance-Optimal Compressed Sensing via Posterior Sampling. CoRR abs/2106.11438 (2021) - [i119]Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price:
Fairness for Image Generation with Uncertain Sensitive Attributes. CoRR abs/2106.12182 (2021) - [i118]Matt Jordan, Alexandros G. Dimakis:
Provable Lipschitz Certification for Generative Models. CoRR abs/2107.02732 (2021) - [i117]Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir:
Robust Compressed Sensing MRI with Deep Generative Priors. CoRR abs/2108.01368 (2021) - [i116]Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis:
Inverse Problems Leveraging Pre-trained Contrastive Representations. CoRR abs/2110.07439 (2021) - [i115]Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar:
Deblurring via Stochastic Refinement. CoRR abs/2112.02475 (2021) - [i114]Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis:
Solving Inverse Problems with NerfGANs. CoRR abs/2112.09061 (2021) - 2020
- [j39]Richard G. Baraniuk, Alex Dimakis, Negar Kiyavash, Sewoong Oh, Rebecca Willett:
Guest Editorial. IEEE J. Sel. Areas Inf. Theory 1(1): 4 (2020) - [j38]Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett:
Deep Learning Techniques for Inverse Problems in Imaging. IEEE J. Sel. Areas Inf. Theory 1(1): 39-56 (2020) - [j37]Netanel Raviv, Itzhak Tamo, Rashish Tandon, Alexandros G. Dimakis:
Gradient Coding From Cyclic MDS Codes and Expander Graphs. IEEE Trans. Inf. Theory 66(12): 7475-7489 (2020) - [c116]Jiacheng Zhuo, Qi Lei, Alex Dimakis, Constantine Caramanis:
Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls. AISTATS 2020: 1464-1474 - [c115]Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis:
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CVPR 2020: 14519-14527 - [c114]Sungsoo Kim, Jin Soo Park, Christos G. Bampis, Jaeseong Lee, Mia K. Markey, Alexandros G. Dimakis, Alan C. Bovik:
Adversarial Video Compression Guided by Soft Edge Detection. ICASSP 2020: 2193-2197 - [c113]Qi Lei, Jason D. Lee, Alex Dimakis, Constantinos Daskalakis:
SGD Learns One-Layer Networks in WGANs. ICML 2020: 5799-5808 - [c112]Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis:
SMYRF - Efficient Attention using Asymmetric Clustering. NeurIPS 2020 - [c111]Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis:
Robust compressed sensing using generative models. NeurIPS 2020 - [c110]Matt Jordan, Alexandros G. Dimakis:
Exactly Computing the Local Lipschitz Constant of ReLU Networks. NeurIPS 2020 - [c109]Murat Kocaoglu, Sanjay Shakkottai, Alexandros G. Dimakis, Constantine Caramanis, Sriram Vishwanath:
Applications of Common Entropy for Causal Inference. NeurIPS 2020 - [i113]Erik M. Lindgren, Jay Whang, Alexandros G. Dimakis:
Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems. CoRR abs/2002.11743 (2020) - [i112]Matt Jordan, Alexandros G. Dimakis:
Exactly Computing the Local Lipschitz Constant of ReLU Networks. CoRR abs/2003.01219 (2020) - [i111]Jay Whang, Qi Lei, Alexandros G. Dimakis:
Compressed Sensing with Invertible Generative Models and Dependent Noise. CoRR abs/2003.08089 (2020) - [i110]Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett:
Deep Learning Techniques for Inverse Problems in Imaging. CoRR abs/2005.06001 (2020) - [i109]Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis:
Robust compressed sensing of generative models. CoRR abs/2006.09461 (2020) - [i108]Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis:
SMYRF: Efficient Attention using Asymmetric Clustering. CoRR abs/2010.05315 (2020) - [i107]Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis:
Model-Based Deep Learning. CoRR abs/2012.08405 (2020)
2010 – 2019
- 2019
- [c108]Shanshan Wu, Alex Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar:
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling. ICML 2019: 6828-6839 - [c107]Qi Lei, Lingfei Wu, Pin-Yu Chen, Alex Dimakis, Inderjit S. Dhillon, Michael Witbrock:
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification. SysML 2019 - [c106]Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis:
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. NeurIPS 2019: 8069-8079 - [c105]Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi:
Learning Distributions Generated by One-Layer ReLU Networks. NeurIPS 2019: 8105-8115 - [c104]Qi Lei, Jiacheng Zhuo, Constantine Caramanis, Inderjit S. Dhillon, Alexandros G. Dimakis:
Primal-Dual Block Generalized Frank-Wolfe. NeurIPS 2019: 13866-13875 - [c103]Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis:
Inverting Deep Generative models, One layer at a time. NeurIPS 2019: 13910-13919 - [c102]Matt Jordan, Justin Lewis, Alexandros G. Dimakis:
Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. NeurIPS 2019: 14059-14069 - [i106]Matt Jordan, Naren Manoj, Surbhi Goel, Alexandros G. Dimakis:
Quantifying Perceptual Distortion of Adversarial Examples. CoRR abs/1902.08265 (2019) - [i105]Matt Jordan, Justin Lewis, Alexandros G. Dimakis:
Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. CoRR abs/1903.08778 (2019) - [i104]Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar:
SysML: The New Frontier of Machine Learning Systems. CoRR abs/1904.03257 (2019) - [i103]Sriram Ravula, Alexandros G. Dimakis:
One-dimensional Deep Image Prior for Time Series Inverse Problems. CoRR abs/1904.08594 (2019) - [i102]Qi Lei, Jiacheng Zhuo, Constantine Caramanis, Inderjit S. Dhillon, Alexandros G. Dimakis:
Primal-Dual Block Frank-Wolfe. CoRR abs/1906.02436 (2019) - [i101]Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis:
Inverting Deep Generative models, One layer at a time. CoRR abs/1906.07437 (2019) - [i100]Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi:
Learning Distributions Generated by One-Layer ReLU Networks. CoRR abs/1909.01812 (2019) - [i99]Qi Lei, Jason D. Lee, Alexandros G. Dimakis, Constantinos Daskalakis:
SGD Learns One-Layer Networks in WGANs. CoRR abs/1910.07030 (2019) - [i98]Jiacheng Zhuo, Qi Lei, Alexandros G. Dimakis, Constantine Caramanis:
Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls. CoRR abs/1910.07703 (2019) - [i97]Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis:
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CoRR abs/1911.12287 (2019) - 2018
- [c101]Ashish Bora, Eric Price, Alexandros G. Dimakis:
AmbientGAN: Generative models from lossy measurements. ICLR 2018 - [c100]Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath:
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. ICLR (Poster) 2018 - [c99]Netanel Raviv, Rashish Tandon, Alex Dimakis, Itzhak Tamo:
Gradient Coding from Cyclic MDS Codes and Expander Graphs. ICML 2018: 4302-4310 - [c98]Erik M. Lindgren, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath:
Experimental Design for Cost-Aware Learning of Causal Graphs. NeurIPS 2018: 5284-5294 - [i96]Yitao Chen, Karthikeyan Shanmugam, Alexandros G. Dimakis:
From Centralized to Decentralized Coded Caching. CoRR abs/1801.07734 (2018) - [i95]David Van Veen, Ajil Jalal, Eric Price, Sriram Vishwanath, Alexandros G. Dimakis:
Compressed Sensing with Deep Image Prior and Learned Regularization. CoRR abs/1806.06438 (2018) - [i94]Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar:
The Sparse Recovery Autoencoder. CoRR abs/1806.10175 (2018) - [i93]Murat Kocaoglu, Sanjay Shakkottai, Alexandros G. Dimakis, Constantine Caramanis, Sriram Vishwanath:
Entropic Latent Variable Discovery. CoRR abs/1807.10399 (2018) - [i92]Erik M. Lindgren, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath:
Experimental Design for Cost-Aware Learning of Causal Graphs. CoRR abs/1810.11867 (2018) - [i91]Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis:
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. CoRR abs/1810.11905 (2018) - [i90]Sungsoo Kim, Jin Soo Park, Christos G. Bampis, Jaeseong Lee, Mia K. Markey, Alexandros G. Dimakis, Alan C. Bovik:
Adversarial Video Compression Guided by Soft Edge Detection. CoRR abs/1811.10673 (2018) - [i89]Qi Lei, Lingfei Wu, Pin-Yu Chen, Alexandros G. Dimakis, Inderjit S. Dhillon, Michael Witbrock:
Discrete Attacks and Submodular Optimization with Applications to Text Classification. CoRR abs/1812.00151 (2018) - 2017
- [j36]Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou:
Recovery of Packet Losses in Wireless Broadcast for Real-Time Applications. IEEE/ACM Trans. Netw. 25(2): 676-689 (2017) - [c97]Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi:
Entropic Causal Inference. AAAI 2017: 1156-1162 - [c96]Karthikeyan Shanmugam, Alexandros G. Dimakis, Jaime Llorca, Antonia M. Tulino:
A unified Ruzsa-Szemerédi framework for finite-length coded caching. ACSSC 2017: 631-635 - [c95]Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sanjay Shakkottai:
Contextual Bandits with Latent Confounders: An NMF Approach. AISTATS 2017: 518-527 - [c94]Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban, Joydeep Ghosh:
Scalable Greedy Feature Selection via Weak Submodularity. AISTATS 2017: 1560-1568 - [c93]Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis:
Compressed Sensing using Generative Models. ICML 2017: 537-546 - [c92]Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Joydeep Ghosh, Sahand N. Negahban:
On Approximation Guarantees for Greedy Low Rank Optimization. ICML 2017: 1837-1846 - [c91]Murat Kocaoglu, Alex Dimakis, Sriram Vishwanath:
Cost-Optimal Learning of Causal Graphs. ICML 2017: 1875-1884 - [c90]Erik M. Lindgren, Alexandros G. Dimakis, Adam R. Klivans:
Exact MAP Inference by Avoiding Fractional Vertices. ICML 2017: 2120-2129 - [c89]Rajat Sen, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai:
Identifying Best Interventions through Online Importance Sampling. ICML 2017: 3057-3066 - [c88]Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis:
Gradient Coding: Avoiding Stragglers in Distributed Learning. ICML 2017: 3368-3376 - [c87]Karthikeyan Shanmugam, Antonia M. Tulino, Alexandros G. Dimakis:
Coded caching with linear subpacketization is possible using Ruzsa-Szeméredi graphs. ISIT 2017: 1237-1241 - [c86]Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi:
Entropie causality anc greedy minimum entropy coupling. ISIT 2017: 1465-1469 - [c85]Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai:
Model-Powered Conditional Independence Test. NIPS 2017: 2951-2961 - [c84]Ethan R. Elenberg, Alexandros G. Dimakis, Moran Feldman, Amin Karbasi:
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. NIPS 2017: 4044-4054 - [i88]Rajat Sen, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai:
Causal Best Intervention Identification via Importance Sampling. CoRR abs/1701.02789 (2017) - [i87]Karthikeyan Shanmugam, Antonia M. Tulino, Alexandros G. Dimakis:
Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szeméredi Graphs. CoRR abs/1701.07115 (2017) - [i86]Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi:
Entropic Causality and Greedy Minimum Entropy Coupling. CoRR abs/1701.08254 (2017) - [i85]Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath:
Cost-Optimal Learning of Causal Graphs. CoRR abs/1703.02645 (2017) - [i84]Ethan R. Elenberg, Alexandros G. Dimakis, Moran Feldman, Amin Karbasi:
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. CoRR abs/1703.02647 (2017) - [i83]Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sujay Sanghavi:
Sparse Quadratic Logistic Regression in Sub-quadratic Time. CoRR abs/1703.02682 (2017) - [i82]Erik M. Lindgren, Alexandros G. Dimakis, Adam R. Klivans:
Exact MAP Inference by Avoiding Fractional Vertices. CoRR abs/1703.02689 (2017) - [i81]Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis:
Leveraging Sparsity for Efficient Submodular Data Summarization. CoRR abs/1703.02690 (2017) - [i80]Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban:
On Approximation Guarantees for Greedy Low Rank Optimization. CoRR abs/1703.02721 (2017) - [i79]Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban, Joydeep Ghosh:
Scalable Greedy Feature Selection via Weak Submodularity. CoRR abs/1703.02723 (2017) - [i78]Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis:
Compressed Sensing using Generative Models. CoRR abs/1703.03208 (2017) - [i77]Netanel Raviv, Itzhak Tamo, Rashish Tandon, Alexandros G. Dimakis:
Gradient Coding from Cyclic MDS Codes and Expander Graphs. CoRR abs/1707.03858 (2017) - [i76]Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath:
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. CoRR abs/1709.02023 (2017) - [i75]Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai:
Model-Powered Conditional Independence Test. CoRR abs/1709.06138 (2017) - [i74]Andrew Ilyas, Ajil Jalal, Eirini Asteri, Constantinos Daskalakis, Alexandros G. Dimakis:
The Robust Manifold Defense: Adversarial Training using Generative Models. CoRR abs/1712.09196 (2017) - 2016
- [j35]Ankit Singh Rawat, Zhao Song, Alexandros G. Dimakis, Anna Gál:
Batch Codes Through Dense Graphs Without Short Cycles. IEEE Trans. Inf. Theory 62(4): 1592-1604 (2016) - [j34]Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath:
Locality and Availability in Distributed Storage. IEEE Trans. Inf. Theory 62(8): 4481-4493 (2016) - [j33]Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis:
Finite-Length Analysis of Caching-Aided Coded Multicasting. IEEE Trans. Inf. Theory 62(10): 5524-5537 (2016) - [j32]Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Optimal Locally Repairable Codes and Connections to Matroid Theory. IEEE Trans. Inf. Theory 62(12): 6661-6671 (2016) - [j31]Anh Le, Athina Markopoulou, Alexandros G. Dimakis:
Auditing for Distributed Storage Systems. IEEE/ACM Trans. Netw. 24(4): 2182-2195 (2016) - [c83]Megasthenis Asteris, Anastasios Kyrillidis, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Bipartite Correlation Clustering: Maximizing Agreements. AISTATS 2016: 121-129 - [c82]Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis:
Single Pass PCA of Matrix Products. NIPS 2016: 2577-2585 - [c81]Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis:
Leveraging Sparsity for Efficient Submodular Data Summarization. NIPS 2016: 3414-3422 - [c80]Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis:
Distributed Estimation of Graph 4-Profiles. WWW 2016: 483-493 - [i73]Megasthenis Asteris, Anastasios Kyrillidis, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Bipartite Correlation Clustering - Maximizing Agreements. CoRR abs/1603.02782 (2016) - [i72]Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sanjay Shakkottai:
Latent Contextual Bandits: A Non-Negative Matrix Factorization Approach. CoRR abs/1606.00119 (2016) - [i71]Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis:
Single Pass PCA of Matrix Products. CoRR abs/1610.06656 (2016) - [i70]Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi:
Entropic Causal Inference. CoRR abs/1611.04035 (2016) - [i69]Ethan R. Elenberg, Rajiv Khanna, Alexandros G. Dimakis, Sahand N. Negahban:
Restricted Strong Convexity Implies Weak Submodularity. CoRR abs/1612.00804 (2016) - [i68]Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis:
Gradient Coding. CoRR abs/1612.03301 (2016) - 2015
- [j30]Namyoon Lee, Alexandros G. Dimakis, Robert W. Heath Jr.:
Index Coding With Coded Side-Information. IEEE Commun. Lett. 19(3): 319-322 (2015) - [j29]Ioannis Mitliagkas, Michael Borokhovich, Alexandros G. Dimakis, Constantine Caramanis:
FrogWild! - Fast PageRank Approximations on Graph Engines. Proc. VLDB Endow. 8(8): 874-885 (2015) - [c79]Casen Hunger, Mikhail Kazdagli, Ankit Singh Rawat, Alexandros G. Dimakis, Sriram Vishwanath, Mohit Tiwari:
Understanding contention-based channels and using them for defense. HPCA 2015: 639-650 - [c78]Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis, Han-Gyol Yi, Bharath Chandrasekaran:
Stay on path: PCA along graph paths. ICML 2015: 1728-1736 - [c77]Karthikeyan Shanmugam, Megasthenis Asteris, Alexandros G. Dimakis:
On approximating the sum-rate for multiple-unicasts. ISIT 2015: 381-385 - [c76]Ankit Singh Rawat, Zhao Song, Alexandros G. Dimakis, Anna Gál:
Batch codes through dense graphs without short cycles. ISIT 2015: 1477-1481 - [c75]Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis:
Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. KDD 2015: 229-238 - [c74]Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Orthogonal NMF through Subspace Exploration. NIPS 2015: 343-351 - [c73]Megasthenis Asteris, Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Alexandros G. Dimakis:
Sparse PCA via Bipartite Matchings. NIPS 2015: 766-774 - [c72]Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath:
Learning Causal Graphs with Small Interventions. NIPS 2015: 3195-3203 - [i67]Namyoon Lee, Alexandros G. Dimakis, Robert W. Heath Jr.:
Index Coding with Coded Side-Information. CoRR abs/1501.00077 (2015) - [i66]Ioannis Mitliagkas, Michael Borokhovich, Alexandros G. Dimakis, Constantine Caramanis:
FrogWild! - Fast PageRank Approximations on Graph Engines. CoRR abs/1502.04281 (2015) - [i65]Karthikeyan Shanmugam, Megasthenis Asteris, Alexandros G. Dimakis:
On Approximating the Sum-Rate for Multiple-Unicasts. CoRR abs/1504.05294 (2015) - [i64]Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis, Han-Gyol Yi, Bharath Chandrasekaran:
Stay on path: PCA along graph paths. CoRR abs/1506.02344 (2015) - [i63]Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis:
Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. CoRR abs/1506.06671 (2015) - [i62]Jeffrey G. Andrews, Alexandros G. Dimakis, Lara Dolecek, Michelle Effros, Muriel Médard, Olgica Milenkovic, Andrea Montanari, Sriram Vishwanath, Edmund M. Yeh, Randall Berry, Ken R. Duffy, Soheil Feizi, Saul Kato, Manolis Kellis, Stuart Licht, Jon Sorenson, Lav R. Varshney, Haris Vikalo:
A Perspective on Future Research Directions in Information Theory. CoRR abs/1507.05941 (2015) - [i61]Megasthenis Asteris, Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Alexandros G. Dimakis:
Sparse PCA via Bipartite Matchings. CoRR abs/1508.00625 (2015) - [i60]Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis:
Finite Length Analysis of Caching-Aided Coded Multicasting. CoRR abs/1508.05175 (2015) - [i59]Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis:
Distributed Estimation of Graph 4-Profiles. CoRR abs/1510.02215 (2015) - [i58]Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath:
Learning Causal Graphs with Small Interventions. CoRR abs/1511.00041 (2015) - 2014
- [j28]Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire:
A Repair Framework for Scalar MDS Codes. IEEE J. Sel. Areas Commun. 32(5): 998-1007 (2014) - [j27]Megasthenis Asteris, Alexandros G. Dimakis:
Repairable Fountain Codes. IEEE J. Sel. Areas Commun. 32(5): 1037-1047 (2014) - [j26]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros:
On the Delay Advantage of Coding in Packet Erasure Networks. IEEE Trans. Inf. Theory 60(5): 2868-2883 (2014) - [j25]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch:
Scaling Behavior for Device-to-Device Communications With Distributed Caching. IEEE Trans. Inf. Theory 60(7): 4286-4298 (2014) - [j24]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Locally Repairable Codes. IEEE Trans. Inf. Theory 60(10): 5843-5855 (2014) - [j23]Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Bhaskar Krishnamachari, Fan Bai:
Distributed Storage Codes Reduce Latency in Vehicular Networks. IEEE Trans. Mob. Comput. 13(9): 2016-2027 (2014) - [j22]Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu:
Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time. IEEE Trans. Signal Process. 62(17): 4436-4450 (2014) - [j21]Negin Golrezaei, Parisa Mansourifard, Andreas F. Molisch, Alexandros G. Dimakis:
Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks. IEEE Trans. Wirel. Commun. 13(7): 3665-3676 (2014) - [c71]Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis:
Finite length analysis of caching-aided coded multicasting. Allerton 2014: 914-920 - [c70]Dimitris S. Papailiopoulos, Megasthenis Asteris, Alexandros G. Dimakis:
Combinatorial QPs via a low-dimensional subspace sampling. CISS 2014: 1-3 - [c69]Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Nonnegative Sparse PCA with Provable Guarantees. ICML 2014: 1728-1736 - [c68]Dimitris S. Papailiopoulos, Ioannis Mitliagkas, Alexandros G. Dimakis, Constantine Caramanis:
Finding Dense Subgraphs via Low-Rank Bilinear Optimization. ICML 2014: 1890-1898 - [c67]Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath:
On codes with availability for distributed storage. ISCCSP 2014: 15-18 - [c66]Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg:
Graph theory versus minimum rank for index coding. ISIT 2014: 291-295 - [c65]Karthikeyan Shanmugam, Alexandros G. Dimakis:
Bounding multiple unicasts through index coding and Locally Repairable Codes. ISIT 2014: 296-300 - [c64]Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath:
Locality and availability in distributed storage. ISIT 2014: 681-685 - [c63]Rashish Tandon, Karthikeyan Shanmugam, Pradeep Ravikumar, Alexandros G. Dimakis:
On the Information Theoretic Limits of Learning Ising Models. NIPS 2014: 2303-2311 - [c62]Murat Kocaoglu, Karthikeyan Shanmugam, Alexandros G. Dimakis, Adam R. Klivans:
Sparse Polynomial Learning and Graph Sketching. NIPS 2014: 3122-3130 - [i57]Megasthenis Asteris, Alexandros G. Dimakis:
Repairable Fountain Codes. CoRR abs/1401.0734 (2014) - [i56]Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath:
Locality and Availability in Distributed Storage. CoRR abs/1402.2011 (2014) - [i55]Karthikeyan Shanmugam, Alexandros G. Dimakis:
Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes. CoRR abs/1402.3895 (2014) - [i54]Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg:
Graph Theory versus Minimum Rank for Index Coding. CoRR abs/1402.3898 (2014) - [i53]Alexandros G. Dimakis, Adam R. Klivans, Murat Kocaoglu, Karthikeyan Shanmugam:
A Smoothed Analysis for Learning Sparse Polynomials. CoRR abs/1402.3902 (2014) - [i52]Alexandros G. Dimakis, Anna Gál, Ankit Singh Rawat, Zhao Song:
Batch Codes through Dense Graphs without Short Cycles. CoRR abs/1410.2920 (2014) - [i51]Karthikeyan Shanmugam, Rashish Tandon, Alexandros G. Dimakis, Pradeep Ravikumar:
On the Information Theoretic Limits of Learning Ising Models. CoRR abs/1411.1434 (2014) - [i50]Alexandros G. Dimakis, Anna Gál, Ankit Singh Rawat, Zhao Song:
Batch Codes through Dense Graphs without Short Cycles. Electron. Colloquium Comput. Complex. TR14 (2014) - 2013
- [j20]Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire:
Femtocaching and device-to-device collaboration: A new architecture for wireless video distribution. IEEE Commun. Mag. 51(4): 142-149 (2013) - [j19]Maheswaran Sathiamoorthy, Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Ramkumar Vadali, Scott Chen, Dhruba Borthakur:
XORing Elephants: Novel Erasure Codes for Big Data. Proc. VLDB Endow. 6(5): 325-336 (2013) - [j18]Karthikeyan Shanmugam, Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire:
FemtoCaching: Wireless Content Delivery Through Distributed Caching Helpers. IEEE Trans. Inf. Theory 59(12): 8402-8413 (2013) - [c61]Karthikeyan Shanmugam, Alexandros G. Dimakis, Giuseppe Caire:
Index coding problem with side information repositories. Allerton 2013: 1525-1530 - [c60]Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Availability and locality in distributed storage. GlobalSIP 2013: 923-928 - [c59]Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire:
Optimal deterministic compressed sensing matrices. ICASSP 2013: 5895-5899 - [c58]Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis:
Sparse PCA through Low-rank Approximations. ICML (3) 2013: 747-755 - [c57]Yi-Hsuan Kao, Alexandros G. Dimakis, Derek Leong, Tracey Ho:
Distributed storage allocations and a hypergraph conjecture of Erdős. ISIT 2013: 902-906 - [c56]Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg:
Local graph coloring and index coding. ISIT 2013: 1152-1156 - [c55]Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Optimal locally repairable codes and connections to matroid theory. ISIT 2013: 1814-1818 - [c54]Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire:
Optimal measurement matrices for neighbor discovery. ISIT 2013: 2134-2138 - [c53]Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire:
Optimal binary measurement matrices for compressed sensing. ITW 2013: 1-5 - [c52]Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou:
Instantly decodable network codes for real-time applications. NetCod 2013: 1-6 - [i49]Maheswaran Sathiamoorthy, Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Ramkumar Vadali, Scott Chen, Dhruba Borthakur:
XORing Elephants: Novel Erasure Codes for Big Data. CoRR abs/1301.3791 (2013) - [i48]Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg:
Local Graph Coloring and Index Coding. CoRR abs/1301.5359 (2013) - [i47]Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Optimal Locally Repairable Codes and Connections to Matroid Theory. CoRR abs/1301.7693 (2013) - [i46]Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis:
Sparse PCA through Low-rank Approximations. CoRR abs/1303.0551 (2013) - [i45]Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou:
Instantly Decodable Network Codes for Real-Time Applications. CoRR abs/1303.7197 (2013) - [i44]Negin Golrezaei, Parisa Mansourifard, Andreas F. Molisch, Alexandros G. Dimakis:
Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks. CoRR abs/1304.7429 (2013) - [i43]Karthikeyan Shanmugam, Alexandros G. Dimakis, Giuseppe Caire:
Index Coding Problem with Side Information Repositories. CoRR abs/1307.2672 (2013) - [i42]Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu:
Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: an Analysis of Stationary Distribution and Mixing Time. CoRR abs/1310.7305 (2013) - [i41]Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire:
A Repair Framework for Scalar MDS Codes. CoRR abs/1312.2135 (2013) - 2012
- [j17]Anand D. Sarwate, Alexandros G. Dimakis:
The Impact of Mobility on Gossip Algorithms. IEEE Trans. Inf. Theory 58(3): 1731-1742 (2012) - [j16]Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel:
LDPC Codes for Compressed Sensing. IEEE Trans. Inf. Theory 58(5): 3093-3114 (2012) - [j15]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Distributed Storage Allocations. IEEE Trans. Inf. Theory 58(7): 4733-4752 (2012) - [j14]M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, Benjamin Vigoda, William Bradley:
Reweighted LP Decoding for LDPC Codes. IEEE Trans. Inf. Theory 58(9): 5972-5984 (2012) - [j13]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Interference Alignment as a Rank Constrained Rank Minimization. IEEE Trans. Signal Process. 60(8): 4278-4288 (2012) - [c51]Negin Golrezaei, Mingyue Ji, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire:
Device-to-device communications for wireless video delivery. ACSCC 2012: 930-933 - [c50]Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire:
A repair framework for scalar MDS codes. Allerton Conference 2012: 1166-1173 - [c49]Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi:
On the mixing time of Markov Chain Monte Carlo for integer least-square problems. CDC 2012: 2545-2550 - [c48]Arash Saber Tehrani, Alexandros G. Dimakis:
Finding three transmissions is hard. GLOBECOM 2012: 2293-2298 - [c47]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch:
Device-to-device collaboration through distributed storage. GLOBECOM 2012: 2397-2402 - [c46]Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire:
Wireless video content delivery through coded distributed caching. ICC 2012: 2467-2472 - [c45]Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis:
Base-station assisted device-to-device communications for high-throughput wireless video networks. ICC 2012: 7077-7081 - [c44]Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire:
FemtoCaching: Wireless video content delivery through distributed caching helpers. INFOCOM 2012: 1107-1115 - [c43]Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Bhaskar Krishnamachari, Fan Bai:
Distributed storage codes reduce latency in vehicular networks. INFOCOM 2012: 2646-2650 - [c42]Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis, Cheng Huang, Jin Li:
Simple regenerating codes: Network coding for cloud storage. INFOCOM 2012: 2801-2805 - [c41]Megasthenis Asteris, Alexandros G. Dimakis:
Repairable Fountain codes. ISIT 2012: 1752-1756 - [c40]Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely:
Bipartite index coding. ISIT 2012: 2246-2250 - [c39]Vasileios Ntranos, Giuseppe Caire, Alexandros G. Dimakis:
Allocations for heterogenous distributed storage. ISIT 2012: 2761-2765 - [c38]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Locally repairable codes. ISIT 2012: 2771-2775 - [c37]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch:
Wireless device-to-device communications with distributed caching. ISIT 2012: 2781-2785 - [c36]Dimitris S. Papailiopoulos, Changho Suh, Alexandros G. Dimakis:
Feedback in the K-user interference channel. ISIT 2012: 3130-3134 - [i40]Vasileios Ntranos, Giuseppe Caire, Alexandros G. Dimakis:
Allocations for Heterogenous Distributed Storage. CoRR abs/1202.1596 (2012) - [i39]Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi:
On the Mixing Time of Markov Chain Monte Carlo for Integer Least-Square Problems. CoRR abs/1203.2213 (2012) - [i38]Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire:
Femtocaching and Device-to-Device Collaboration: A New Architecture for Wireless Video Distribution. CoRR abs/1204.1595 (2012) - [i37]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch:
Wireless Device-to-Device Communications with Distributed Caching. CoRR abs/1205.7044 (2012) - [i36]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Locally Repairable Codes. CoRR abs/1206.3804 (2012) - [i35]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch:
Scaling Behaviors of Wireless Device-to-Device Communications with Distributed Caching. CoRR abs/1208.1290 (2012) - [i34]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros:
On the Delay Advantage of Coding in Packet Erasure Networks. CoRR abs/1211.3174 (2012) - 2011
- [j12]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Local Interference Can Accelerate Gossip Algorithms. IEEE J. Sel. Top. Signal Process. 5(4): 876-887 (2011) - [j11]Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely:
SigSag: Iterative Detection Through Soft Message-Passing. IEEE J. Sel. Top. Signal Process. 5(8): 1512-1523 (2011) - [j10]Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh:
A Survey on Network Codes for Distributed Storage. Proc. IEEE 99(3): 476-489 (2011) - [j9]M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi:
Sparse Recovery of Nonnegative Signals With Minimal Expansion. IEEE Trans. Signal Process. 59(1): 196-208 (2011) - [c35]Yen-ting Lin, Antonio Ortega, Alexandros G. Dimakis:
Level estimation for sparse reconstruction in discrete tomography. ACSCC 2011: 85-89 - [c34]Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire:
Wireless video content delivery through distributed caching and peer-to-peer gossiping. ACSCC 2011: 1177-1180 - [c33]Alex Dimakis:
Session TP4b: Distributed storage systems. ACSCC 2011: 1780-1782 - [c32]Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Viveck R. Cadambe:
Repair optimal erasure codes through hadamard designs. Allerton 2011: 1382-1389 - [c31]Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely:
SigSag: Iterative detection through soft message-passing. INFOCOM 2011: 1017-1025 - [c30]M. Amin Khajehnejad, Arash Saber Tehrani, Alexandros G. Dimakis, Babak Hassibi:
Explicit matrices for sparse approximation. ISIT 2011: 469-473 - [c29]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Distributed storage codes through Hadamard designs. ISIT 2011: 1230-1234 - [c28]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Distributed storage allocations for optimal delay. ISIT 2011: 1447-1451 - [i33]M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, Benjamin Vigoda, William Bradley:
Reweighted LP Decoding for LDPC Codes. CoRR abs/1103.2837 (2011) - [i32]Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Viveck R. Cadambe:
Repair Optimal Erasure Codes through Hadamard Designs. CoRR abs/1106.1634 (2011) - [i31]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Distributed Storage Codes through Hadamard Designs. CoRR abs/1106.1652 (2011) - [i30]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Distributed Storage Allocations for Optimal Delay. CoRR abs/1106.2581 (2011) - [i29]Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis, Cheng Huang, Jin Li:
Simple Regenerating Codes: Network Coding for Cloud Storage. CoRR abs/1109.0264 (2011) - [i28]Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire:
FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers. CoRR abs/1109.4179 (2011) - 2010
- [j8]Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione:
Gossip Algorithms for Distributed Signal Processing. Proc. IEEE 98(11): 1847-1864 (2010) - [j7]Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran:
Network coding for distributed storage systems. IEEE Trans. Inf. Theory 56(9): 4539-4551 (2010) - [j6]Florence Bénézit, Alexandros G. Dimakis, Patrick Thiran, Martin Vetterli:
Order-optimal consensus through randomized path averaging. IEEE Trans. Inf. Theory 56(10): 5150-5167 (2010) - [c27]M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, William Bradley:
Reweighted LP decoding for LDPC codes. Allerton 2010: 180-187 - [c26]Babak Hassibi, Alexandros G. Dimakis, Dimitris Papailiopoulos:
MCMC methods for integer least-squares problems. Allerton 2010: 495-501 - [c25]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Distributed storage codes meet multiple-access wiretap channels. Allerton 2010: 1420-1427 - [c24]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Symmetric Allocations for Distributed Storage. GLOBECOM 2010: 1-6 - [c23]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Interference Alignment as a Rank Constrained Rank Minimization. GLOBECOM 2010: 1-6 - [c22]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Distributed Storage Allocation for High Reliability. ICC 2010: 1-6 - [c21]Yen-ting Lin, Antonio Ortega, Alexandros G. Dimakis:
Sparse recovery for discrete tomography. ICIP 2010: 4181-4184 - [c20]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho:
Security in distributed storage systems by communicating a logarithmic number of bits. ISIT 2010: 1948-1952 - [c19]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros:
On the delay advantage of coding in packet erasure networks. ITW 2010: 1-5 - [i27]Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione:
Gossip Algorithms for Distributed Signal Processing. CoRR abs/1003.5309 (2010) - [i26]Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh:
A Survey on Network Codes for Distributed Storage. CoRR abs/1004.4438 (2010) - [i25]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho:
Security in Distributed Storage Systems by Communicating a Logarithmic Number of Bits. CoRR abs/1005.0426 (2010) - [i24]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Symmetric Allocations for Distributed Storage. CoRR abs/1007.5044 (2010) - [i23]Zhiying Wang, Alexandros G. Dimakis, Jehoshua Bruck:
Rebuilding for Array Codes in Distributed Storage Systems. CoRR abs/1009.3291 (2010) - [i22]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Interference Alignment as a Rank Constrained Rank Minimization. CoRR abs/1010.0476 (2010) - [i21]Dimitris S. Papailiopoulos, Alexandros G. Dimakis:
Distributed Storage Codes Meet Multiple-Access Wiretap Channels. CoRR abs/1010.0485 (2010) - [i20]Derek Leong, Alexandros G. Dimakis, Tracey Ho:
Distributed Storage Allocations. CoRR abs/1011.5287 (2010) - [i19]Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel:
LDPC Codes for Compressed Sensing. CoRR abs/1012.0602 (2010)
2000 – 2009
- 2009
- [j5]Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright:
Guessing facets: polytope structure and improved LP decoder. IEEE Trans. Inf. Theory 55(8): 3479-3487 (2009) - [c18]Alexandros G. Dimakis, Pascal O. Vontobel:
LP decoding meets LP decoding: A connection between channel coding and compressed sensing. Allerton 2009: 8-15 - [c17]Tuncer C. Aysal, Anand D. Sarwate, Alexandros G. Dimakis:
Reaching consensus in wireless networks with probabilistic broadcast. Allerton 2009: 732-739 - [c16]Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu:
Near-Optimal Detection in MIMO Systems Using Gibbs Sampling. GLOBECOM 2009: 1-6 - [c15]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Neighborhood gossip: Concurrent averaging through local interference. ICASSP 2009: 3657-3660 - [c14]Anand D. Sarwate, Alexandros G. Dimakis:
The Impact of Mobility on Gossip Algorithms. INFOCOM 2009: 2088-2096 - [c13]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros:
On the delay of network coding over line networks. ISIT 2009: 1408-1412 - [c12]Yunnan Wu, Alexandros G. Dimakis:
Reducing repair traffic for erasure coding-based storage via interference alignment. ISIT 2009: 2276-2280 - [i18]M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi:
Sparse Recovery of Positive Signals with Minimal Expansion. CoRR abs/0902.4045 (2009) - [i17]Alexandros G. Dimakis, Pascal O. Vontobel:
LP Decoding meets LP Decoding: A Connection between Channel Coding and Compressed Sensing. CoRR abs/0910.1121 (2009) - [i16]Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu:
Near-Optimal Detection in MIMO Systems using Gibbs Sampling. CoRR abs/0910.1463 (2009) - [i15]Daniel Cullina, Alexandros G. Dimakis, Tracey Ho:
Searching for Minimum Storage Regenerating Codes. CoRR abs/0910.2245 (2009) - [i14]Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros:
On the Delay of Network Coding over Line Networks. CoRR abs/0910.3975 (2009) - 2008
- [j4]Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright:
Probabilistic Analysis of Linear Programming Decoding. IEEE Trans. Inf. Theory 54(8): 3565-3578 (2008) - [j3]Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright:
Geographic Gossip: Efficient Averaging for Sensor Networks. IEEE Trans. Signal Process. 56(3): 1205-1216 (2008) - [c11]Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar:
Local interference can accelerate gossip algorithms. Allerton 2008: 591-598 - [i13]Florence Bénézit, Alexandros G. Dimakis, Patrick Thiran, Martin Vetterli:
Order-Optimal Consensus through Randomized Path Averaging. CoRR abs/0802.2587 (2008) - [i12]Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran:
Network Coding for Distributed Storage Systems. CoRR abs/0803.0632 (2008) - [i11]Alexandros G. Dimakis, Martin J. Wainwright, Kannan Ramchandran:
Lower Bounds on the Rate-Distortion Function of LDGM Codes. CoRR abs/0808.2073 (2008) - [i10]Anand D. Sarwate, Alexandros G. Dimakis:
The Impact of Mobility on Gossip Algorithms. CoRR abs/0810.2513 (2008) - 2007
- [c10]Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran:
Network Coding for Distributed Storage Systems. INFOCOM 2007: 2000-2008 - [c9]Jeremy Schiff, Dominic Antonelli, Alexandros G. Dimakis, David Chu, Martin J. Wainwright:
Robust message-passing for statistical inference in sensor networks. IPSN 2007: 109-118 - [c8]Alexandros G. Dimakis, Jiajun Wang, Kannan Ramchandran:
Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming. MMSP 2007: 107-110 - [c7]Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright:
Probabilistic analysis of linear programming decoding. SODA 2007: 385-394 - [i9]Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright:
Guessing Facets: Polytope Structure and Improved LP Decoding. CoRR abs/0709.3915 (2007) - [i8]Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright:
Geographic Gossip: Efficient Averaging for Sensor Networks. CoRR abs/0709.3921 (2007) - [i7]Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright:
Probabilistic Analysis of Linear Programming Decoding. CoRR abs/cs/0702014 (2007) - [i6]Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran:
Network Coding for Distributed Storage Systems. CoRR abs/cs/0702015 (2007) - [i5]Constantinos Daskalakis, Alexandros G. Dimakis, Elchanan Mossel:
Connectivity and Equilibrium in Random Games. CoRR abs/math/0703902 (2007) - 2006
- [j2]Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran:
Decentralized erasure codes for distributed networked storage. IEEE Trans. Inf. Theory 52(6): 2809-2816 (2006) - [c6]Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran:
Distributed Fountain Codes for Networked Storage. ICASSP (5) 2006: 1149-1152 - [c5]Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright:
Geographic gossip: efficient aggregation for sensor networks. IPSN 2006: 69-76 - [c4]Alexandros G. Dimakis, Martin J. Wainwright:
Guessing Facets: Polytope Structure and Improved LP Decoder. ISIT 2006: 1369-1373 - [i4]Alexandros G. Dimakis, Dragan Petrovic, Kannan Ramchandran:
From Dumb Wireless Sensors to Smart Networks using Network Coding. CoRR abs/cs/0601130 (2006) - [i3]Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright:
Geographic Gossip: Efficient Aggregation for Sensor Networks. CoRR abs/cs/0602071 (2006) - [i2]Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran:
Decentralized Erasure Codes for Distributed Networked Storage. CoRR abs/cs/0606049 (2006) - [i1]Alexandros G. Dimakis, Martin J. Wainwright:
Guessing Facets: Polytope Structure and Improved LP Decoder. CoRR abs/cs/0608029 (2006) - 2005
- [j1]Alexandros G. Dimakis, Petros Maragos:
Phase-modulated resonances modeled as self-similar processes with application to turbulent sounds. IEEE Trans. Signal Process. 53(11): 4261-4272 (2005) - [c3]Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran:
Ubiquitous access to distributed data in large-scale sensor networks through decentralized erasure codes. IPSN 2005: 111-117 - 2004
- [c2]Alexandros G. Dimakis, Petros Maragos:
Modeling resonances with phase modulated self-similar processes [speech processing example]. ICASSP (2) 2004: 877-880 - 2002
- [c1]Petros Maragos, Alexandros G. Dimakis, Iasonas Kokkinos:
Some advances in nonlinear speech modeling using modulations, fractals, and chaos. DSP 2002: 325-332
Coauthor Index