@article{DBLP:journals/jact/WolfeYLCDBSK24,
author = {Cameron R. Wolfe and
Jingkang Yang and
Fangshuo Liao and
Arindam Chowdhury and
Chen Dun and
Artun Bayer and
Santiago Segarra and
Anastasios Kyrillidis},
title = {{GIST:} distributed training for large-scale graph convolutional networks},
journal = {J. Appl. Comput. Topol.},
volume = {8},
number = {5},
pages = {1363--1415},
year = {2024},
url = {https://doi.org/10.1007/s41468-023-00127-8},
doi = {10.1007/S41468-023-00127-8},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jact/WolfeYLCDBSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WolfeK24,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {Better schedules for low precision training of deep neural networks},
journal = {Mach. Learn.},
volume = {113},
number = {6},
pages = {3569--3587},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06480-0},
doi = {10.1007/S10994-023-06480-0},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WolfeK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimGKP24,
author = {Junhyung Lyle Kim and
Gauthier Gidel and
Anastasios Kyrillidis and
Fabian Pedregosa},
title = {When is Momentum Extragradient Optimal? {A} Polynomial-Based Analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZLVbQEu4Ab},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimGKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WolfeLWKK24,
author = {Cameron R. Wolfe and
Fangshuo Liao and
Qihan Wang and
Junhyung Lyle Kim and
Anastasios Kyrillidis},
title = {How Much Pre-training Is Enough to Discover a Good Subnetwork?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=UVE7LllpXe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WolfeLWKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/LiaoK24,
author = {Fangshuo Liao and
Anastasios Kyrillidis},
editor = {Claire Vernade and
Daniel Hsu},
title = {Provable Accelerated Convergence of Nesterov's Momentum for Deep ReLU
Neural Networks},
booktitle = {International Conference on Algorithmic Learning Theory, 25-28 February
2024, La Jolla, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {237},
pages = {732--784},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v237/liao24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/LiaoK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimTUK24,
author = {Junhyung Lyle Kim and
Mohammad Taha Toghani and
C{\'{e}}sar A. Uribe and
Anastasios Kyrillidis},
title = {Adaptive Federated Learning with Auto-Tuned Clients},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=g0mlwqs8pi},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KimTUK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiaoKBK24,
author = {Fangshuo Liao and
Junhyung Lyle Kim and
Cruz Barnum and
Anastasios Kyrillidis},
title = {On the Error-Propagation of Inexact Hotelling's Deflation for Principal
Component Analysis},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=8dX4YnosqG},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiaoKBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/Quintero-PenaTK24,
author = {Carlos Quintero{-}Pe{\~{n}}a and
Wil Thomason and
Zachary K. Kingston and
Anastasios Kyrillidis and
Lydia E. Kavraki},
title = {Stochastic Implicit Neural Signed Distance Functions for Safe Motion
Planning under Sensing Uncertainty},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {2360--2367},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610773},
doi = {10.1109/ICRA57147.2024.10610773},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/Quintero-PenaTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/0002DK24,
author = {John Chen and
Chen Dun and
Anastasios Kyrillidis},
title = {Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch
Size},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2024,
Athens, Greece, July 7-12, 2024},
pages = {1836--1841},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISIT57864.2024.10619518},
doi = {10.1109/ISIT57864.2024.10619518},
timestamp = {Fri, 11 Oct 2024 11:43:42 +0200},
biburl = {https://dblp.org/rec/conf/isit/0002DK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02243,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {Better Schedules for Low Precision Training of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2403.02243},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02243},
doi = {10.48550/ARXIV.2403.02243},
eprinttype = {arXiv},
eprint = {2403.02243},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13879,
author = {Junhyung Lyle Kim and
Nai{-}Hui Chia and
Anastasios Kyrillidis},
title = {A Catalyst Framework for the Quantum Linear System Problem via the
Proximal Point Algorithm},
journal = {CoRR},
volume = {abs/2406.13879},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13879},
doi = {10.48550/ARXIV.2406.13879},
eprinttype = {arXiv},
eprint = {2406.13879},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/KimTUK23,
author = {Junhyung Lyle Kim and
Mohammad Taha Toghani and
C{\'{e}}sar A. Uribe and
Anastasios Kyrillidis},
title = {Local Stochastic Factored Gradient Descent for Distributed Quantum
State Tomography},
journal = {{IEEE} Control. Syst. Lett.},
volume = {7},
pages = {199--204},
year = {2023},
url = {https://doi.org/10.1109/LCSYS.2022.3186693},
doi = {10.1109/LCSYS.2022.3186693},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/KimTUK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangDLJK23,
author = {Qihan Wang and
Chen Dun and
Fangshuo Liao and
Chris Jermaine and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{LOFT:} Finding Lottery Tickets through Filter-wise Training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6498--6526},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangDLJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DunGJDK23,
author = {Chen Dun and
Mirian Hipolito Garcia and
Chris Jermaine and
Dimitrios Dimitriadis and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient and Light-Weight Federated Learning via Asynchronous Distributed
Dropout},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6630--6660},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DunGJDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiongLK23,
author = {Zheyang Xiong and
Fangshuo Liao and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Strong Lottery Ticket Hypothesis with {\(\epsilon\)}-perturbation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6879--6902},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xiong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiongLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HuTKJ23,
author = {Erdong Hu and
Yuxin Tang and
Anastasios Kyrillidis and
Chris Jermaine},
title = {Federated Learning Over Images: Vertical Decompositions and Pre-Trained
Backbones Are Difficult to Beat},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {19328--19339},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01776},
doi = {10.1109/ICCV51070.2023.01776},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HuTKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/QuinteroPenaKPSKK23,
author = {Carlos Quintero{-}Pe{\~{n}}a and
Zachary K. Kingston and
Tianyang Pan and
Rahul Shome and
Anastasios Kyrillidis and
Lydia E. Kavraki},
title = {Optimal Grasps and Placements for Task and Motion Planning in Clutter},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {3707--3713},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10161455},
doi = {10.1109/ICRA48891.2023.10161455},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/QuinteroPenaKPSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/QuirogaK23,
author = {David A. Quiroga and
Anastasios Kyrillidis},
title = {Using non-convex optimization in quantum process tomography: Factored
gradient descent is tough to beat},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2023,
San Diego, CA, USA, December 5-6, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRC60800.2023.10386455},
doi = {10.1109/ICRC60800.2023.10386455},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icrc/QuirogaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuDLWXXKS23,
author = {Zichang Liu and
Aditya Desai and
Fangshuo Liao and
Weitao Wang and
Victor Xie and
Zhaozhuo Xu and
Anastasios Kyrillidis and
Anshumali Shrivastava},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Scissorhands: Exploiting the Persistence of Importance Hypothesis
for {LLM} {KV} Cache Compression at Test Time},
booktitle = {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},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a452a7c6c463e4ae8fbdc614c6e983e6-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuDLWXXKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17118,
author = {Zichang Liu and
Aditya Desai and
Fangshuo Liao and
Weitao Wang and
Victor Xie and
Zhaozhuo Xu and
Anastasios Kyrillidis and
Anshumali Shrivastava},
title = {Scissorhands: Exploiting the Persistence of Importance Hypothesis
for {LLM} {KV} Cache Compression at Test Time},
journal = {CoRR},
volume = {abs/2305.17118},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17118},
doi = {10.48550/ARXIV.2305.17118},
eprinttype = {arXiv},
eprint = {2305.17118},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08109,
author = {Fangshuo Liao and
Anastasios Kyrillidis},
title = {Accelerated Convergence of Nesterov's Momentum for Deep Neural Networks
under Partial Strong Convexity},
journal = {CoRR},
volume = {abs/2306.08109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08109},
doi = {10.48550/ARXIV.2306.08109},
eprinttype = {arXiv},
eprint = {2306.08109},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08586,
author = {Chen Dun and
Mirian Hipolito Garcia and
Guoqing Zheng and
Ahmed Hassan Awadallah and
Robert Sim and
Anastasios Kyrillidis and
Dimitrios Dimitriadis},
title = {Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture
of Experts},
journal = {CoRR},
volume = {abs/2306.08586},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08586},
doi = {10.48550/ARXIV.2306.08586},
eprinttype = {arXiv},
eprint = {2306.08586},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11201,
author = {Junhyung Lyle Kim and
Mohammad Taha Toghani and
C{\'{e}}sar A. Uribe and
Anastasios Kyrillidis},
title = {Adaptive Federated Learning with Auto-Tuned Clients},
journal = {CoRR},
volume = {abs/2306.11201},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11201},
doi = {10.48550/ARXIV.2306.11201},
eprinttype = {arXiv},
eprint = {2306.11201},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03237,
author = {Erdong Hu and
Yuxin Tang and
Anastasios Kyrillidis and
Chris Jermaine},
title = {Federated Learning Over Images: Vertical Decompositions and Pre-Trained
Backbones Are Difficult to Beat},
journal = {CoRR},
volume = {abs/2309.03237},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03237},
doi = {10.48550/ARXIV.2309.03237},
eprinttype = {arXiv},
eprint = {2309.03237},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03469,
author = {John Chen and
Chen Dun and
Anastasios Kyrillidis},
title = {Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch
Size},
journal = {CoRR},
volume = {abs/2309.03469},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03469},
doi = {10.48550/ARXIV.2309.03469},
eprinttype = {arXiv},
eprint = {2309.03469},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16862,
author = {Carlos Quintero{-}Pe{\~{n}}a and
Wil Thomason and
Zachary K. Kingston and
Anastasios Kyrillidis and
Lydia E. Kavraki},
title = {Stochastic Implicit Neural Signed Distance Functions for Safe Motion
Planning under Sensing Uncertainty},
journal = {CoRR},
volume = {abs/2309.16862},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16862},
doi = {10.48550/ARXIV.2309.16862},
eprinttype = {arXiv},
eprint = {2309.16862},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02842,
author = {Chen Dun and
Mirian Hipolito Garcia and
Guoqing Zheng and
Ahmed Hassan Awadallah and
Anastasios Kyrillidis and
Robert Sim},
title = {Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for {LLM}
Task Adaptation},
journal = {CoRR},
volume = {abs/2310.02842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02842},
doi = {10.48550/ARXIV.2310.02842},
eprinttype = {arXiv},
eprint = {2310.02842},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03899,
author = {Chen Dun and
Qiutai Pan and
Shikai Jin and
Ria Stevens and
Mitchell D. Miller and
George N. Phillips Jr. and
Anastasios Kyrillidis},
title = {CrysFormer: Protein Structure Prediction via 3d Patterson Maps and
Partial Structure Attention},
journal = {CoRR},
volume = {abs/2310.03899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03899},
doi = {10.48550/ARXIV.2310.03899},
eprinttype = {arXiv},
eprint = {2310.03899},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04283,
author = {Fangshuo Liao and
Junhyung Lyle Kim and
Cruz Barnum and
Anastasios Kyrillidis},
title = {On the Error-Propagation of Inexact Deflation for Principal Component
Analysis},
journal = {CoRR},
volume = {abs/2310.04283},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04283},
doi = {10.48550/ARXIV.2310.04283},
eprinttype = {arXiv},
eprint = {2310.04283},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YuanWDTKJ22,
author = {Binhang Yuan and
Cameron R. Wolfe and
Chen Dun and
Yuxin Tang and
Anastasios Kyrillidis and
Chris Jermaine},
title = {Distributed Learning of Fully Connected Neural Networks using Independent
Subnet Training},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {8},
pages = {1581--1590},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p1581-wolfe.pdf},
doi = {10.14778/3529337.3529343},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YuanWDTKJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiaoK22,
author = {Fangshuo Liao and
Anastasios Kyrillidis},
title = {On the Convergence of Shallow Neural Network Training with Randomly
Masked Neurons},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=e7mYYMSyZH},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiaoK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenWLK22,
author = {John Chen and
Cameron R. Wolfe and
Zhao Li and
Anastasios Kyrillidis},
title = {Demon: Improved Neural Network Training With Momentum Decay},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {3958--3962},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746839},
doi = {10.1109/ICASSP43922.2022.9746839},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChenWLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HumayunBKB22,
author = {Ahmed Imtiaz Humayun and
Randall Balestriero and
Anastasios Kyrillidis and
Richard G. Baraniuk},
title = {No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {4433--4437},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746288},
doi = {10.1109/ICASSP43922.2022.9746288},
timestamp = {Tue, 07 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HumayunBKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WanLWKKL22,
author = {Cheng Wan and
Youjie Li and
Cameron R. Wolfe and
Anastasios Kyrillidis and
Nam Sung Kim and
Yingyan Lin},
title = {PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks
with Pipelined Feature Communication},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=kSwqMH0zn1F},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WanLWKKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/WolfeK22,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
editor = {Roya Firoozi and
Negar Mehr and
Esen Yel and
Rika Antonova and
Jeannette Bohg and
Mac Schwager and
Mykel J. Kochenderfer},
title = {i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June
2022, Stanford University, Stanford, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {168},
pages = {248--262},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v168/wolfe22a.html},
timestamp = {Fri, 20 May 2022 14:36:40 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/WolfeK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/KimTK22,
author = {Junhyung Lyle Kim and
Panos Toulis and
Anastasios Kyrillidis},
editor = {Roya Firoozi and
Negar Mehr and
Esen Yel and
Rika Antonova and
Jeannette Bohg and
Mac Schwager and
Mykel J. Kochenderfer},
title = {Convergence and Stability of the Stochastic Proximal Point Algorithm
with Momentum},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June
2022, Stanford University, Stanford, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {168},
pages = {1034--1047},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v168/kim22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/KimTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/ChenWK22,
author = {John Chen and
Cameron R. Wolfe and
Tasos Kyrillidis},
editor = {Diana Marculescu and
Yuejie Chi and
Carole{-}Jean Wu},
title = {{REX:} Revisiting Budgeted Training with an Improved Schedule},
booktitle = {Proceedings of the Fifth Conference on Machine Learning and Systems,
MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022},
publisher = {mlsys.org},
year = {2022},
url = {https://proceedings.mlsys.org/paper\_files/paper/2022/hash/77cdf4ffbd2afd02541e02533ec56820-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:23 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/ChenWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenSK22,
author = {John Chen and
Samarth Sinha and
Anastasios Kyrillidis},
editor = {James Cussens and
Kun Zhang},
title = {Stackmix: a complementary mix algorithm},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {326--335},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/chen22b.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DunWJK22,
author = {Chen Dun and
Cameron R. Wolfe and
Christopher M. Jermaine and
Anastasios Kyrillidis},
editor = {James Cussens and
Kun Zhang},
title = {ResIST: Layer-wise decomposition of ResNets for distributed training},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {610--620},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/dun22a.html},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DunWJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02502,
author = {Ahmed Imtiaz Humayun and
Randall Balestriero and
Anastasios Kyrillidis and
Richard G. Baraniuk},
title = {No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds},
journal = {CoRR},
volume = {abs/2203.02502},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02502},
doi = {10.48550/ARXIV.2203.02502},
eprinttype = {arXiv},
eprint = {2203.02502},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10428,
author = {Cheng Wan and
Youjie Li and
Cameron R. Wolfe and
Anastasios Kyrillidis and
Nam Sung Kim and
Yingyan Lin},
title = {PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks
with Pipelined Feature Communication},
journal = {CoRR},
volume = {abs/2203.10428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10428},
doi = {10.48550/ARXIV.2203.10428},
eprinttype = {arXiv},
eprint = {2203.10428},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11579,
author = {Junhyung Lyle Kim and
Mohammad Taha Toghani and
C{\'{e}}sar A. Uribe and
Anastasios Kyrillidis},
title = {Local Stochastic Factored Gradient Descent for Distributed Quantum
State Tomography},
journal = {CoRR},
volume = {abs/2203.11579},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11579},
doi = {10.48550/ARXIV.2203.11579},
eprinttype = {arXiv},
eprint = {2203.11579},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03747,
author = {Anastasios Kyrillidis and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {{DPMS:} An ADD-Based Symbolic Approach for Generalized MaxSAT Solving},
journal = {CoRR},
volume = {abs/2205.03747},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03747},
doi = {10.48550/ARXIV.2205.03747},
eprinttype = {arXiv},
eprint = {2205.03747},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16105,
author = {Chen Dun and
Mirian Hipolito Garcia and
Chris Jermaine and
Dimitrios Dimitriadis and
Anastasios Kyrillidis},
title = {Efficient and Light-Weight Federated Learning via Asynchronous Distributed
Dropout},
journal = {CoRR},
volume = {abs/2210.16105},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16105},
doi = {10.48550/ARXIV.2210.16105},
eprinttype = {arXiv},
eprint = {2210.16105},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16169,
author = {Qihan Wang and
Chen Dun and
Fangshuo Liao and
Chris Jermaine and
Anastasios Kyrillidis},
title = {{LOFT:} Finding Lottery Tickets through Filter-wise Training},
journal = {CoRR},
volume = {abs/2210.16169},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16169},
doi = {10.48550/ARXIV.2210.16169},
eprinttype = {arXiv},
eprint = {2210.16169},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16589,
author = {Zheyang Xiong and
Fangshuo Liao and
Anastasios Kyrillidis},
title = {Strong Lottery Ticket Hypothesis with {\(\epsilon\)}-perturbation},
journal = {CoRR},
volume = {abs/2210.16589},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16589},
doi = {10.48550/ARXIV.2210.16589},
eprinttype = {arXiv},
eprint = {2210.16589},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04624,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {Cold Start Streaming Learning for Deep Networks},
journal = {CoRR},
volume = {abs/2211.04624},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04624},
doi = {10.48550/ARXIV.2211.04624},
eprinttype = {arXiv},
eprint = {2211.04624},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04659,
author = {Junhyung Lyle Kim and
Gauthier Gidel and
Anastasios Kyrillidis and
Fabian Pedregosa},
title = {Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped
Jacobian Spectrum},
journal = {CoRR},
volume = {abs/2211.04659},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04659},
doi = {10.48550/ARXIV.2211.04659},
eprinttype = {arXiv},
eprint = {2211.04659},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/KyrillidisSVZ21,
author = {Anastasios Kyrillidis and
Anshumali Shrivastava and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {Solving hybrid Boolean constraints in continuous space via multilinear
Fourier expansions},
journal = {Artif. Intell.},
volume = {299},
pages = {103559},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2021.103559},
doi = {10.1016/J.ARTINT.2021.103559},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/KyrillidisSVZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KyrillidisVZ21,
author = {Anastasios Kyrillidis and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {On Continuous Local BDD-Based Search for Hybrid {SAT} Solving},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {3841--3850},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16502},
doi = {10.1609/AAAI.V35I5.16502},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KyrillidisVZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangKKK21,
author = {Jacky Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Sanmi Koyejo},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Bayesian Coresets: Revisiting the Nonconvex Optimization Perspective},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2782--2790},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/zhang21g.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangKKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenWK21,
author = {John Chen and
Qihan Wang and
Anastasios Kyrillidis},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Mitigating Deep Double Descent by Concatenating Inputs},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2930--2934},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482142},
doi = {10.1145/3459637.3482142},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChenWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/Quintero-PenaKK21,
author = {Carlos Quintero{-}Pe{\~{n}}a and
Anastasios Kyrillidis and
Lydia E. Kavraki},
title = {Robust Optimization-based Motion Planning for high-DOF Robots under
Sensing Uncertainty},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {9724--9730},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9560917},
doi = {10.1109/ICRA48506.2021.9560917},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/Quintero-PenaKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10424,
author = {Cameron R. Wolfe and
Jingkang Yang and
Arindam Chowdhury and
Chen Dun and
Artun Bayer and
Santiago Segarra and
Anastasios Kyrillidis},
title = {{GIST:} Distributed Training for Large-Scale Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2102.10424},
year = {2021},
url = {https://arxiv.org/abs/2102.10424},
eprinttype = {arXiv},
eprint = {2102.10424},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07006,
author = {Junhyung Lyle Kim and
George Kollias and
Amir Kalev and
Ken X. Wei and
Anastasios Kyrillidis},
title = {Fast quantum state reconstruction via accelerated non-convex programming},
journal = {CoRR},
volume = {abs/2104.07006},
year = {2021},
url = {https://arxiv.org/abs/2104.07006},
eprinttype = {arXiv},
eprint = {2104.07006},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08775,
author = {Junhyung Lyle Kim and
Jose Antonio Lara Benitez and
Mohammad Taha Toghani and
Cameron R. Wolfe and
Zhiwei Zhang and
Anastasios Kyrillidis},
title = {Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained
SDPs},
journal = {CoRR},
volume = {abs/2106.08775},
year = {2021},
url = {https://arxiv.org/abs/2106.08775},
eprinttype = {arXiv},
eprint = {2106.08775},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00797,
author = {John Chen and
Qihan Wang and
Anastasios Kyrillidis},
title = {Mitigating deep double descent by concatenating inputs},
journal = {CoRR},
volume = {abs/2107.00797},
year = {2021},
url = {https://arxiv.org/abs/2107.00797},
eprinttype = {arXiv},
eprint = {2107.00797},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00961,
author = {Chen Dun and
Cameron R. Wolfe and
Christopher M. Jermaine and
Anastasios Kyrillidis},
title = {ResIST: Layer-Wise Decomposition of ResNets for Distributed Training},
journal = {CoRR},
volume = {abs/2107.00961},
year = {2021},
url = {https://arxiv.org/abs/2107.00961},
eprinttype = {arXiv},
eprint = {2107.00961},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04197,
author = {John Chen and
Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {{REX:} Revisiting Budgeted Training with an Improved Schedule},
journal = {CoRR},
volume = {abs/2107.04197},
year = {2021},
url = {https://arxiv.org/abs/2107.04197},
eprinttype = {arXiv},
eprint = {2107.04197},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00259,
author = {Cameron R. Wolfe and
Qihan Wang and
Junhyung Lyle Kim and
Anastasios Kyrillidis},
title = {Provably Efficient Lottery Ticket Discovery},
journal = {CoRR},
volume = {abs/2108.00259},
year = {2021},
url = {https://arxiv.org/abs/2108.00259},
eprinttype = {arXiv},
eprint = {2108.00259},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12292,
author = {Zhenwei Dai and
Chen Dun and
Yuxin Tang and
Anastasios Kyrillidis and
Anshumali Shrivastava},
title = {Federated Multiple Label Hashing (FedMLH): Communication Efficient
Federated Learning on Extreme Classification Tasks},
journal = {CoRR},
volume = {abs/2110.12292},
year = {2021},
url = {https://arxiv.org/abs/2110.12292},
eprinttype = {arXiv},
eprint = {2110.12292},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06171,
author = {Junhyung Lyle Kim and
Panos Toulis and
Anastasios Kyrillidis},
title = {Convergence and Stability of the Stochastic Proximal Point Algorithm
with Momentum},
journal = {CoRR},
volume = {abs/2111.06171},
year = {2021},
url = {https://arxiv.org/abs/2111.06171},
eprinttype = {arXiv},
eprint = {2111.06171},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02668,
author = {Fangshuo Liao and
Anastasios Kyrillidis},
title = {On the Convergence of Shallow Neural Network Training with Randomly
Masked Neurons},
journal = {CoRR},
volume = {abs/2112.02668},
year = {2021},
url = {https://arxiv.org/abs/2112.02668},
eprinttype = {arXiv},
eprint = {2112.02668},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04905,
author = {Cameron R. Wolfe and
Anastasios Kyrillidis},
title = {i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery},
journal = {CoRR},
volume = {abs/2112.04905},
year = {2021},
url = {https://arxiv.org/abs/2112.04905},
eprinttype = {arXiv},
eprint = {2112.04905},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KyrillidisSVZ20,
author = {Anastasios Kyrillidis and
Anshumali Shrivastava and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {FourierSAT: {A} Fourier Expansion-Based Algebraic Framework for Solving
Hybrid Boolean Constraints},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {1552--1560},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5515},
doi = {10.1609/AAAI.V34I02.5515},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KyrillidisSVZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GeyerKK20,
author = {Kelly Geyer and
Anastasios Kyrillidis and
Amir Kalev},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Low-rank regularization and solution uniqueness in over-parameterized
matrix sensing},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {930--940},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/geyer20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GeyerKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSK20,
author = {John Chen and
Vatsal Shah and
Anastasios Kyrillidis},
title = {Negative Sampling in Semi-Supervised learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1704--1714},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20t.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00715,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
title = {Bayesian Coresets: An Optimization Perspective},
journal = {CoRR},
volume = {abs/2007.00715},
year = {2020},
url = {https://arxiv.org/abs/2007.00715},
eprinttype = {arXiv},
eprint = {2007.00715},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12618,
author = {John Chen and
Samarth Sinha and
Anastasios Kyrillidis},
title = {ImCLR: Implicit Contrastive Learning for Image Classification},
journal = {CoRR},
volume = {abs/2011.12618},
year = {2020},
url = {https://arxiv.org/abs/2011.12618},
eprinttype = {arXiv},
eprint = {2011.12618},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14066,
author = {Vatsal Shah and
Soumya Basu and
Anastasios Kyrillidis and
Sujay Sanghavi},
title = {On Generalization of Adaptive Methods for Over-parameterized Linear
Regression},
journal = {CoRR},
volume = {abs/2011.14066},
year = {2020},
url = {https://arxiv.org/abs/2011.14066},
eprinttype = {arXiv},
eprint = {2011.14066},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07983,
author = {Anastasios Kyrillidis and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {On Continuous Local BDD-Based Search for Hybrid {SAT} Solving},
journal = {CoRR},
volume = {abs/2012.07983},
year = {2020},
url = {https://arxiv.org/abs/2012.07983},
eprinttype = {arXiv},
eprint = {2012.07983},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09768,
author = {T. Mitchell Roddenberry and
Santiago Segarra and
Anastasios Kyrillidis},
title = {Rank-One Measurements of Low-Rank {PSD} Matrices Have Small Feasible
Sets},
journal = {CoRR},
volume = {abs/2012.09768},
year = {2020},
url = {https://arxiv.org/abs/2012.09768},
eprinttype = {arXiv},
eprint = {2012.09768},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SpringKMS19,
author = {Ryan Spring and
Anastasios Kyrillidis and
Vijai Mohan and
Anshumali Shrivastava},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Compressing Gradient Optimizers via Count-Sketches},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5946--5955},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/spring19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/SpringKMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangKKK19,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Sparse Distributions using Iterative Hard Thresholding},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6757--6766},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/14678db82874f1456031fcc05a3afaf6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00179,
author = {Ryan Spring and
Anastasios Kyrillidis and
Vijai Mohan and
Anshumali Shrivastava},
title = {Compressing Gradient Optimizers via Count-Sketches},
journal = {CoRR},
volume = {abs/1902.00179},
year = {2019},
url = {http://arxiv.org/abs/1902.00179},
eprinttype = {arXiv},
eprint = {1902.00179},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan Randall Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02120,
author = {Binhang Yuan and
Anastasios Kyrillidis and
Christopher M. Jermaine},
title = {Distributed Learning of Deep Neural Networks using Independent Subnet
Training},
journal = {CoRR},
volume = {abs/1910.02120},
year = {2019},
url = {http://arxiv.org/abs/1910.02120},
eprinttype = {arXiv},
eprint = {1910.02120},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04952,
author = {John Chen and
Anastasios Kyrillidis},
title = {Decaying momentum helps neural network training},
journal = {CoRR},
volume = {abs/1910.04952},
year = {2019},
url = {http://arxiv.org/abs/1910.04952},
eprinttype = {arXiv},
eprint = {1910.04952},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13389,
author = {Jacky Y. Zhang and
Rajiv Khanna and
Anastasios Kyrillidis and
Oluwasanmi Koyejo},
title = {Learning Sparse Distributions using Iterative Hard Thresholding},
journal = {CoRR},
volume = {abs/1910.13389},
year = {2019},
url = {http://arxiv.org/abs/1910.13389},
eprinttype = {arXiv},
eprint = {1910.13389},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05166,
author = {John Chen and
Vatsal Shah and
Anastasios Kyrillidis},
title = {Negative sampling in semi-supervised learning},
journal = {CoRR},
volume = {abs/1911.05166},
year = {2019},
url = {http://arxiv.org/abs/1911.05166},
eprinttype = {arXiv},
eprint = {1911.05166},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06459,
author = {Michael P. Perrone and
Haidar Khan and
Changhoan Kim and
Anastasios Kyrillidis and
Jerry Quinn and
Valentina Salapura},
title = {Optimal Mini-Batch Size Selection for Fast Gradient Descent},
journal = {CoRR},
volume = {abs/1911.06459},
year = {2019},
url = {http://arxiv.org/abs/1911.06459},
eprinttype = {arXiv},
eprint = {1911.06459},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01032,
author = {Anastasios Kyrillidis and
Anshumali Shrivastava and
Moshe Y. Vardi and
Zhiwei Zhang},
title = {FourierSAT: {A} Fourier Expansion-Based Algebraic Framework for Solving
Hybrid Boolean Constraints},
journal = {CoRR},
volume = {abs/1912.01032},
year = {2019},
url = {http://arxiv.org/abs/1912.01032},
eprinttype = {arXiv},
eprint = {1912.01032},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/Tran-DinhKC18,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {A Single-Phase, Proximal Path-Following Framework},
journal = {Math. Oper. Res.},
volume = {43},
number = {4},
pages = {1326--1347},
year = {2018},
url = {https://doi.org/10.1287/moor.2017.0907},
doi = {10.1287/MOOR.2017.0907},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/Tran-DinhKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/ParkKCS18,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
title = {Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently
and Provably},
journal = {{SIAM} J. Imaging Sci.},
volume = {11},
number = {4},
pages = {2165--2204},
year = {2018},
url = {https://doi.org/10.1137/17M1150189},
doi = {10.1137/17M1150189},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/ParkKCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HsiehKMYKC18,
author = {Ya{-}Ping Hsieh and
Yu{-}Chun Kao and
Rabeeh Karimi Mahabadi and
Alp Yurtsever and
Anastasios Kyrillidis and
Volkan Cevher},
title = {A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {22},
pages = {5917--5926},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2870353},
doi = {10.1109/TSP.2018.2870353},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/HsiehKMYKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLKC18,
author = {Tianyang Li and
Liu Liu and
Anastasios Kyrillidis and
Constantine Caramanis},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Statistical Inference Using {SGD}},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3571--3578},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11686},
doi = {10.1609/AAAI.V32I1.11686},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhannaK18,
author = {Rajiv Khanna and
Anastasios Kyrillidis},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {{IHT} dies hard: Provable accelerated Iterative Hard Thresholding},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {188--198},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/khanna18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhannaK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Kyrillidis18,
author = {Anastasios Kyrillidis},
editor = {Amir Globerson and
Ricardo Silva},
title = {Simple and practical algorithms for {\unicode{120001}}\({}_{\mbox{p}}\)-norm
low-rank approximation},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {414--424},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/167.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Kyrillidis18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08920,
author = {Tianyang Li and
Anastasios Kyrillidis and
Liu Liu and
Constantine Caramanis},
title = {Approximate Newton-based statistical inference using only stochastic
gradients},
journal = {CoRR},
volume = {abs/1805.08920},
year = {2018},
url = {http://arxiv.org/abs/1805.08920},
eprinttype = {arXiv},
eprint = {1805.08920},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09464,
author = {Anastasios Kyrillidis},
title = {Simple and practical algorithms for {\unicode{120001}}\({}_{\mbox{p}}\)-norm
low-rank approximation},
journal = {CoRR},
volume = {abs/1805.09464},
year = {2018},
url = {http://arxiv.org/abs/1805.09464},
eprinttype = {arXiv},
eprint = {1805.09464},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00534,
author = {Anastasios Kyrillidis and
Shashanka Ubaru and
Georgios Kollias and
Kristofer E. Bouchard},
title = {Run Procrustes, Run! On the convergence of accelerated Procrustes
Flow},
journal = {CoRR},
volume = {abs/1806.00534},
year = {2018},
url = {http://arxiv.org/abs/1806.00534},
eprinttype = {arXiv},
eprint = {1806.00534},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02046,
author = {Anastasios Kyrillidis and
Amir Kalev},
title = {Implicit regularization and solution uniqueness in over-parameterized
matrix sensing},
journal = {CoRR},
volume = {abs/1806.02046},
year = {2018},
url = {http://arxiv.org/abs/1806.02046},
eprinttype = {arXiv},
eprint = {1806.02046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkKCS17,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Non-square matrix sensing without spurious local minima via the Burer-Monteiro
approach},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {65--74},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkKCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiLKC17,
author = {Tianyang Li and
Liu Liu and
Anastasios Kyrillidis and
Constantine Caramanis},
title = {Statistical inference using {SGD}},
journal = {CoRR},
volume = {abs/1705.07477},
year = {2017},
url = {http://arxiv.org/abs/1705.07477},
eprinttype = {arXiv},
eprint = {1705.07477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiLKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02524,
author = {Anastasios Kyrillidis and
Amir Kalev and
Dohyung Park and
Srinadh Bhojanapalli and
Constantine Caramanis and
Sujay Sanghavi},
title = {Provable quantum state tomography via non-convex methods},
journal = {CoRR},
volume = {abs/1711.02524},
year = {2017},
url = {http://arxiv.org/abs/1711.02524},
eprinttype = {arXiv},
eprint = {1711.02524},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09379,
author = {Rajiv Khanna and
Anastasios Kyrillidis},
title = {{IHT} dies hard: Provable accelerated Iterative Hard Thresholding},
journal = {CoRR},
volume = {abs/1712.09379},
year = {2017},
url = {http://arxiv.org/abs/1712.09379},
eprinttype = {arXiv},
eprint = {1712.09379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BaldassarreBCKS16,
author = {Luca Baldassarre and
Nirav Bhan and
Volkan Cevher and
Anastasios Kyrillidis and
Siddhartha Satpathi},
title = {Group-Sparse Model Selection: Hardness and Relaxations},
journal = {{IEEE} Trans. Inf. Theory},
volume = {62},
number = {11},
pages = {6508--6534},
year = {2016},
url = {https://doi.org/10.1109/TIT.2016.2602222},
doi = {10.1109/TIT.2016.2602222},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BaldassarreBCKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/SkoumasPKS16,
author = {Georgios Skoumas and
Dieter Pfoser and
Anastasios Kyrillidis and
Timos Sellis},
title = {Location Estimation Using Crowdsourced Spatial Relations},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {2},
number = {2},
pages = {5:1--5:23},
year = {2016},
url = {https://doi.org/10.1145/2894745},
doi = {10.1145/2894745},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsas/SkoumasPKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KyrillidisBHTBC16,
author = {Anastasios Kyrillidis and
Bubacarr Bah and
Rouzbeh Hasheminezhad and
Quoc Tran{-}Dinh and
Luca Baldassarre and
Volkan Cevher},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Convex Block-sparse Linear Regression with Expanders - Provably},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {19--27},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/kyrillidis16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KyrillidisBHTBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TyagiKGK16,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Learning Sparse Additive Models with Interactions in High Dimensions},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {111--120},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/tyagi16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TyagiKGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AsterisKPD16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Dimitris S. Papailiopoulos and
Alexandros G. Dimakis},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Bipartite Correlation Clustering: Maximizing Agreements},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {121--129},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/asteris16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AsterisKPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ParkKCS16,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
title = {Finding low-rank solutions to smooth convex problems via the Burer-Monteiro
approach},
booktitle = {54th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2016, Monticello, IL, USA, September 27-30, 2016},
pages = {439--446},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ALLERTON.2016.7852264},
doi = {10.1109/ALLERTON.2016.7852264},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/ParkKCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BhojanapalliKS16,
author = {Srinadh Bhojanapalli and
Anastasios Kyrillidis and
Sujay Sanghavi},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Dropping Convexity for Faster Semi-definite Optimization},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {530--582},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/bhojanapalli16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/BhojanapalliKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsterisKKP16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Oluwasanmi Koyejo and
Russell A. Poldrack},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {A Simple and Provable Algorithm for Sparse Diagonal {CCA}},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1148--1157},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/asteris16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsterisKKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tran-DinhKC16,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {A single-phase, proximal path-following framework},
journal = {CoRR},
volume = {abs/1603.01681},
year = {2016},
url = {http://arxiv.org/abs/1603.01681},
eprinttype = {arXiv},
eprint = {1603.01681},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tran-DinhKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsterisKPD16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Dimitris S. Papailiopoulos and
Alexandros G. Dimakis},
title = {Bipartite Correlation Clustering - Maximizing Agreements},
journal = {CoRR},
volume = {abs/1603.02782},
year = {2016},
url = {http://arxiv.org/abs/1603.02782},
eprinttype = {arXiv},
eprint = {1603.02782},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsterisKPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisBHTBC16,
author = {Anastasios Kyrillidis and
Bubacarr Bah and
Rouzbeh Hasheminezhad and
Quoc Tran{-}Dinh and
Luca Baldassarre and
Volkan Cevher},
title = {Convex block-sparse linear regression with expanders - provably},
journal = {CoRR},
volume = {abs/1603.06313},
year = {2016},
url = {http://arxiv.org/abs/1603.06313},
eprinttype = {arXiv},
eprint = {1603.06313},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisBHTBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahAKS16,
author = {Vatsal Shah and
Megasthenis Asteris and
Anastasios Kyrillidis and
Sujay Sanghavi},
title = {Trading-off variance and complexity in stochastic gradient descent},
journal = {CoRR},
volume = {abs/1603.06861},
year = {2016},
url = {http://arxiv.org/abs/1603.06861},
eprinttype = {arXiv},
eprint = {1603.06861},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahAKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TyagiKGK16,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
title = {Learning Sparse Additive Models with Interactions in High Dimensions},
journal = {CoRR},
volume = {abs/1604.05307},
year = {2016},
url = {http://arxiv.org/abs/1604.05307},
eprinttype = {arXiv},
eprint = {1604.05307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TyagiKGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TyagiKGK16a,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
title = {Algorithms for Learning Sparse Additive Models with Interactions in
High Dimensions},
journal = {CoRR},
volume = {abs/1605.00609},
year = {2016},
url = {http://arxiv.org/abs/1605.00609},
eprinttype = {arXiv},
eprint = {1605.00609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TyagiKGK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsterisKKP16,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Oluwasanmi Koyejo and
Russell A. Poldrack},
title = {A simple and provable algorithm for sparse diagonal {CCA}},
journal = {CoRR},
volume = {abs/1605.08961},
year = {2016},
url = {http://arxiv.org/abs/1605.08961},
eprinttype = {arXiv},
eprint = {1605.08961},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsterisKKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkKBCS16,
author = {Dohyung Park and
Anastasios Kyrillidis and
Srinadh Bhojanapalli and
Constantine Caramanis and
Sujay Sanghavi},
title = {Provable non-convex projected gradient descent for a class of constrained
matrix optimization problems},
journal = {CoRR},
volume = {abs/1606.01316},
year = {2016},
url = {http://arxiv.org/abs/1606.01316},
eprinttype = {arXiv},
eprint = {1606.01316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkKBCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkKCS16,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
title = {Finding Low-rank Solutions to Matrix Problems, Efficiently and Provably},
journal = {CoRR},
volume = {abs/1606.03168},
year = {2016},
url = {http://arxiv.org/abs/1606.03168},
eprinttype = {arXiv},
eprint = {1606.03168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkKCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkKCS16a,
author = {Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi},
title = {Non-square matrix sensing without spurious local minima via the Burer-Monteiro
approach},
journal = {CoRR},
volume = {abs/1609.03240},
year = {2016},
url = {http://arxiv.org/abs/1609.03240},
eprinttype = {arXiv},
eprint = {1609.03240},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkKCS16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Tran-DinhKC15,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {Composite self-concordant minimization},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {371--416},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2789284},
doi = {10.5555/2789272.2789284},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Tran-DinhKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/VlachosFK15,
author = {Michail Vlachos and
Nikolaos M. Freris and
Anastasios Kyrillidis},
title = {Compressive mining: fast and optimal data mining in the compressed
domain},
journal = {{VLDB} J.},
volume = {24},
number = {1},
pages = {1--24},
year = {2015},
url = {https://doi.org/10.1007/s00778-014-0360-3},
doi = {10.1007/S00778-014-0360-3},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/VlachosFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsterisKDYC15,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Alexandros G. Dimakis and
Han{-}Gyol Yi and
Bharath Chandrasekaran},
editor = {Francis R. Bach and
David M. Blei},
title = {Stay on path: {PCA} along graph paths},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1728--1736},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/asteris15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsterisKDYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AsterisPKD15,
author = {Megasthenis Asteris and
Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Alexandros G. Dimakis},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sparse {PCA} via Bipartite Matchings},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {766--774},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2b8a61594b1f4c4db0902a8a395ced93-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AsterisPKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsterisKDaC15,
author = {Megasthenis Asteris and
Anastasios Kyrillidis and
Alexandros G. Dimakis and
Han{-}Gyol Yi and
Bharath Chandrasekaran},
title = {Stay on path: {PCA} along graph paths},
journal = {CoRR},
volume = {abs/1506.02344},
year = {2015},
url = {http://arxiv.org/abs/1506.02344},
eprinttype = {arXiv},
eprint = {1506.02344},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsterisKDaC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisBHTC15,
author = {Anastasios Kyrillidis and
Luca Baldassarre and
Marwa El Halabi and
Quoc Tran{-}Dinh and
Volkan Cevher},
title = {Structured Sparsity: Discrete and Convex approaches},
journal = {CoRR},
volume = {abs/1507.05367},
year = {2015},
url = {http://arxiv.org/abs/1507.05367},
eprinttype = {arXiv},
eprint = {1507.05367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisBHTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CevherJK15,
author = {Volkan Cevher and
Sina Jafarpour and
Anastasios Kyrillidis},
title = {Linear Inverse Problems with Norm and Sparsity Constraints},
journal = {CoRR},
volume = {abs/1507.05370},
year = {2015},
url = {http://arxiv.org/abs/1507.05370},
eprinttype = {arXiv},
eprint = {1507.05370},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CevherJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsterisPKD15,
author = {Megasthenis Asteris and
Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Alexandros G. Dimakis},
title = {Sparse {PCA} via Bipartite Matchings},
journal = {CoRR},
volume = {abs/1508.00625},
year = {2015},
url = {http://arxiv.org/abs/1508.00625},
eprinttype = {arXiv},
eprint = {1508.00625},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsterisPKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhojanapalliKS15,
author = {Srinadh Bhojanapalli and
Anastasios Kyrillidis and
Sujay Sanghavi},
title = {Dropping Convexity for Faster Semi-definite Optimization},
journal = {CoRR},
volume = {abs/1509.03917},
year = {2015},
url = {http://arxiv.org/abs/1509.03917},
eprinttype = {arXiv},
eprint = {1509.03917},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhojanapalliKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ch/Kyrillidis14,
author = {Anastasios Kyrillidis},
title = {Rigorous optimization recipes for sparse and low rank inverse problems
with applications in data sciences},
school = {EPFL, Switzerland},
year = {2014},
url = {https://doi.org/10.5075/epfl-thesis-6350},
doi = {10.5075/EPFL-THESIS-6350},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ch/Kyrillidis14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/KyrillidisC14,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Matrix Recipes for Hard Thresholding Methods},
journal = {J. Math. Imaging Vis.},
volume = {48},
number = {2},
pages = {235--265},
year = {2014},
url = {https://doi.org/10.1007/s10851-013-0434-7},
doi = {10.1007/S10851-013-0434-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmiv/KyrillidisC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/Tran-DinhKC14,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {An Inexact Proximal Path-Following Algorithm for Constrained Convex
Minimization},
journal = {{SIAM} J. Optim.},
volume = {24},
number = {4},
pages = {1718--1745},
year = {2014},
url = {https://doi.org/10.1137/130944539},
doi = {10.1137/130944539},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamjo/Tran-DinhKC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/KyrillidisK14,
author = {Anastasios Kyrillidis and
George N. Karystinos},
title = {Fixed-Rank Rayleigh Quotient Maximization by an {MPSK} Sequence},
journal = {{IEEE} Trans. Commun.},
volume = {62},
number = {3},
pages = {961--975},
year = {2014},
url = {https://doi.org/10.1109/TCOMM.2014.012414.130439},
doi = {10.1109/TCOMM.2014.012414.130439},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/KyrillidisK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KyrillidisMTC14,
author = {Anastasios Kyrillidis and
Rabeeh Karimi Mahabadi and
Quoc Tran{-}Dinh and
Volkan Cevher},
editor = {Carla E. Brodley and
Peter Stone},
title = {Scalable Sparse Covariance Estimation via Self-Concordance},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1946--1952},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8960},
doi = {10.1609/AAAI.V28I1.8960},
timestamp = {Tue, 19 Nov 2024 15:59:16 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KyrillidisMTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VlachosFMKV14,
author = {Michail Vlachos and
Francesco Fusco and
Charalampos Mavroforakis and
Anastasios Kyrillidis and
Vassilios G. Vassiliadis},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Improving Co-Cluster Quality with Application to Product Recommendations},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {679--688},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661980},
doi = {10.1145/2661829.2661980},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VlachosFMKV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KyrillidisZ14,
author = {Anastasios Kyrillidis and
Anastasios Zouzias},
title = {Non-uniform feature sampling for decision tree ensembles},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {4548--4552},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854463},
doi = {10.1109/ICASSP.2014.6854463},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KyrillidisZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/KyrillidisVZ14,
author = {Anastasios Kyrillidis and
Michail Vlachos and
Anastasios Zouzias},
title = {Approximate matrix multiplication with application to linear embeddings},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {2182--2186},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875220},
doi = {10.1109/ISIT.2014.6875220},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/KyrillidisVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PapailiopoulosKB14,
author = {Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Christos Boutsidis},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Provable deterministic leverage score sampling},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {997--1006},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623698},
doi = {10.1145/2623330.2623698},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PapailiopoulosKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisK14,
author = {Anastasios Kyrillidis and
George N. Karystinos},
title = {Fixed-rank Rayleigh Quotient Maximization by an {\textdollar}M{\textdollar}PSK
Sequence},
journal = {CoRR},
volume = {abs/1401.6968},
year = {2014},
url = {http://arxiv.org/abs/1401.6968},
eprinttype = {arXiv},
eprint = {1401.6968},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisZ14,
author = {Anastasios Kyrillidis and
Anastasios Zouzias},
title = {Non-uniform Feature Sampling for Decision Tree Ensembles},
journal = {CoRR},
volume = {abs/1403.5877},
year = {2014},
url = {http://arxiv.org/abs/1403.5877},
eprinttype = {arXiv},
eprint = {1403.5877},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisVZ14,
author = {Anastasios Kyrillidis and
Michail Vlachos and
Anastasios Zouzias},
title = {Approximate Matrix Multiplication with Application to Linear Embeddings},
journal = {CoRR},
volume = {abs/1403.7683},
year = {2014},
url = {http://arxiv.org/abs/1403.7683},
eprinttype = {arXiv},
eprint = {1403.7683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisVZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapailiopoulosKB14,
author = {Dimitris S. Papailiopoulos and
Anastasios Kyrillidis and
Christos Boutsidis},
title = {Provable Deterministic Leverage Score Sampling},
journal = {CoRR},
volume = {abs/1404.1530},
year = {2014},
url = {http://arxiv.org/abs/1404.1530},
eprinttype = {arXiv},
eprint = {1404.1530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapailiopoulosKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrillidisMTC14,
author = {Anastasios Kyrillidis and
Rabeeh Karimi Mahabadi and
Quoc Tran{-}Dinh and
Volkan Cevher},
title = {Scalable sparse covariance estimation via self-concordance},
journal = {CoRR},
volume = {abs/1405.3263},
year = {2014},
url = {http://arxiv.org/abs/1405.3263},
eprinttype = {arXiv},
eprint = {1405.3263},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrillidisMTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VlachosFK14,
author = {Michail Vlachos and
Nikolaos M. Freris and
Anastasios Kyrillidis},
title = {Compressive Mining: Fast and Optimal Data Mining in the Compressed
Domain},
journal = {CoRR},
volume = {abs/1405.5873},
year = {2014},
url = {http://arxiv.org/abs/1405.5873},
eprinttype = {arXiv},
eprint = {1405.5873},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VlachosFK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SkoumasPK14,
author = {Georgios Skoumas and
Dieter Pfoser and
Anastasios Kyrillidis},
title = {Location Estimation Using Crowdsourced Geospatial Narratives},
journal = {CoRR},
volume = {abs/1408.5894},
year = {2014},
url = {http://arxiv.org/abs/1408.5894},
eprinttype = {arXiv},
eprint = {1408.5894},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SkoumasPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SkoumasPK13,
author = {Georgios Skoumas and
Dieter Pfoser and
Anastasios Kyrillidis},
editor = {Dieter Pfoser and
Agn{\`{e}}s Voisard},
title = {On quantifying qualitative geospatial data: a probabilistic approach},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
Crowdsourced and Volunteered Geographic Information, {GEOCROWD} 2013,
Orlando, FL, USA, November 5, 2013},
pages = {71--78},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2534732.2534742},
doi = {10.1145/2534732.2534742},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/SkoumasPK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/KyrillidisBCK13,
author = {Anastasios Kyrillidis and
Stephen Becker and
Volkan Cevher and
Christoph Koch},
title = {Sparse simplex projections for portfolio optimization},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {1141},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6737104},
doi = {10.1109/GLOBALSIP.2013.6737104},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/KyrillidisBCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KyrillidisC13,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Fast proximal algorithms for Self-concordant function minimization
with application to sparse graph selection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6585--6589},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638935},
doi = {10.1109/ICASSP.2013.6638935},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KyrillidisC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KyrillidisBCK13,
author = {Anastasios Kyrillidis and
Stephen Becker and
Volkan Cevher and
Christoph Koch},
title = {Sparse projections onto the simplex},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {235--243},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/kyrillidis13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KyrillidisBCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tran-DinhKC13,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {A proximal Newton framework for composite minimization: Graph learning
without Cholesky decompositions and matrix inversions},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {271--279},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/trandinh13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tran-DinhKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-0167,
author = {Stephen Becker and
Volkan Cevher and
Anastasios Kyrillidis},
title = {Randomized Low-Memory Singular Value Projection},
journal = {CoRR},
volume = {abs/1303.0167},
year = {2013},
url = {http://arxiv.org/abs/1303.0167},
eprinttype = {arXiv},
eprint = {1303.0167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-0167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-3207,
author = {Luca Baldassarre and
Nirav Bhan and
Volkan Cevher and
Anastasios Kyrillidis},
title = {Group-Sparse Model Selection: Hardness and Relaxations},
journal = {CoRR},
volume = {abs/1303.3207},
year = {2013},
url = {http://arxiv.org/abs/1303.3207},
eprinttype = {arXiv},
eprint = {1303.3207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-3207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tran-DinhKC13,
author = {Quoc Tran{-}Dinh and
Anastasios Kyrillidis and
Volkan Cevher},
title = {Composite Self-Concordant Minimization},
journal = {CoRR},
volume = {abs/1308.2867},
year = {2013},
url = {http://arxiv.org/abs/1308.2867},
eprinttype = {arXiv},
eprint = {1308.2867},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tran-DinhKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SkoumasPK13,
author = {Georgios Skoumas and
Dieter Pfoser and
Anastasios Kyrillidis},
title = {On Quantifying Qualitative Geospatial Data: {A} Probabilistic Approach},
journal = {CoRR},
volume = {abs/1311.5204},
year = {2013},
url = {http://arxiv.org/abs/1311.5204},
eprinttype = {arXiv},
eprint = {1311.5204},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SkoumasPK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SidiropoulosK12,
author = {Nicholas D. Sidiropoulos and
Anastasios Kyrillidis},
title = {Multi-Way Compressed Sensing for Sparse Low-Rank Tensors},
journal = {{IEEE} Signal Process. Lett.},
volume = {19},
number = {11},
pages = {757--760},
year = {2012},
url = {https://doi.org/10.1109/LSP.2012.2210872},
doi = {10.1109/LSP.2012.2210872},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/SidiropoulosK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KyrillidisPC12,
author = {Anastasios Kyrillidis and
Gilles Puy and
Volkan Cevher},
title = {Hard thresholding with norm constraints},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3645--3648},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288706},
doi = {10.1109/ICASSP.2012.6288706},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KyrillidisPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/KyrillidisC12,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Combinatorial selection and least absolute shrinkage via the Clash
algorithm},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {2216--2220},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6283847},
doi = {10.1109/ISIT.2012.6283847},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/KyrillidisC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/KyrillidisC12,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {{MATRIX} {ALPS:} Accelerated low rank and sparse matrix reconstruction},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {185--188},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319655},
doi = {10.1109/SSP.2012.6319655},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssp/KyrillidisC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2936,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Combinatorial Selection and Least Absolute Shrinkage via the {CLASH}
Algorithm},
journal = {CoRR},
volume = {abs/1203.2936},
year = {2012},
url = {http://arxiv.org/abs/1203.2936},
eprinttype = {arXiv},
eprint = {1203.2936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3864,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Matrix {ALPS:} Accelerated Low Rank and Sparse Matrix Reconstruction},
journal = {CoRR},
volume = {abs/1203.3864},
year = {2012},
url = {http://arxiv.org/abs/1203.3864},
eprinttype = {arXiv},
eprint = {1203.3864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4481,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Matrix Recipes for Hard Thresholding Methods},
journal = {CoRR},
volume = {abs/1203.4481},
year = {2012},
url = {http://arxiv.org/abs/1203.4481},
eprinttype = {arXiv},
eprint = {1203.4481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1529,
author = {Anastasios Kyrillidis and
Stephen Becker and
Volkan Cevher},
title = {Sparse projections onto the simplex},
journal = {CoRR},
volume = {abs/1206.1529},
year = {2012},
url = {http://arxiv.org/abs/1206.1529},
eprinttype = {arXiv},
eprint = {1206.1529},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/KyrillidisC11,
author = {Anastasios Kyrillidis and
Volkan Cevher},
title = {Recipes on hard thresholding methods},
booktitle = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16,
2011},
pages = {353--356},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CAMSAP.2011.6136024},
doi = {10.1109/CAMSAP.2011.6136024},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/camsap/KyrillidisC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KyrillidisK11,
author = {Anastasios Kyrillidis and
George N. Karystinos},
title = {Rank-deficient quadratic-form maximization over M-phase alphabet:
Polynomial-complexity solvability and algorithmic developments},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {3856--3859},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947193},
doi = {10.1109/ICASSP.2011.5947193},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KyrillidisK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
