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ORCIDBibTeX records: Sujay Sanghavi
@inproceedings{DBLP:conf/icml/AkbarianRZSH24,
author = {Pedram Akbarian and
Tongzheng Ren and
Jiacheng Zhuo and
Sujay Sanghavi and
Nhat Ho},
title = {Improving Computational Complexity in Statistical Models with Local
Curvature Information},
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=KwgAThfxEd},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/AkbarianRZSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasCIBS24,
author = {Rudrajit Das and
Xi Chen and
Bertram Ieong and
Parikshit Bansal and
Sujay Sanghavi},
title = {Understanding the Training Speedup from Sampling with Approximate
Losses},
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=uun4fzaiat},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasCIBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarasimhanAASC24,
author = {Sai Shankar Narasimhan and
Shubhankar Agarwal and
Oguzhan Akcin and
Sujay Sanghavi and
Sandeep P. Chinchali},
title = {Time Weaver: {A} Conditional Time Series Generation Model},
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=WpKDeixmFr},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarasimhanAASC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06038,
author = {Anish Acharya and
Sujay Sanghavi},
title = {Contrastive Approach to Prior Free Positive Unlabeled Learning},
journal = {CoRR},
volume = {abs/2402.06038},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06038},
doi = {10.48550/ARXIV.2402.06038},
eprinttype = {arXiv},
eprint = {2402.06038},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07052,
author = {Rudrajit Das and
Xi Chen and
Bertram Ieong and
Parikshit Bansal and
Sujay Sanghavi},
title = {Understanding the Training Speedup from Sampling with Approximate
Losses},
journal = {CoRR},
volume = {abs/2402.07052},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07052},
doi = {10.48550/ARXIV.2402.07052},
eprinttype = {arXiv},
eprint = {2402.07052},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07114,
author = {Rudrajit Das and
Naman Agarwal and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Towards Quantifying the Preconditioning Effect of Adam},
journal = {CoRR},
volume = {abs/2402.07114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07114},
doi = {10.48550/ARXIV.2402.07114},
eprinttype = {arXiv},
eprint = {2402.07114},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11639,
author = {Liam Collins and
Advait Parulekar and
Aryan Mokhtari and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {In-Context Learning with Transformers: Softmax Attention Adapts to
Function Lipschitzness},
journal = {CoRR},
volume = {abs/2402.11639},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11639},
doi = {10.48550/ARXIV.2402.11639},
eprinttype = {arXiv},
eprint = {2402.11639},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02682,
author = {Sai Shankar Narasimhan and
Shubhankar Agarwal and
Oguzhan Akcin and
Sujay Sanghavi and
Sandeep Chinchali},
title = {Time Weaver: {A} Conditional Time Series Generation Model},
journal = {CoRR},
volume = {abs/2403.02682},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02682},
doi = {10.48550/ARXIV.2403.02682},
eprinttype = {arXiv},
eprint = {2403.02682},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08634,
author = {Sunny Sanyal and
Sujay Sanghavi and
Alexandros G. Dimakis},
title = {Pre-training Small Base LMs with Fewer Tokens},
journal = {CoRR},
volume = {abs/2404.08634},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08634},
doi = {10.48550/ARXIV.2404.08634},
eprinttype = {arXiv},
eprint = {2404.08634},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19597,
author = {Vijay Lingam and
Atula Tejaswi and
Aditya Vavre and
Aneesh Shetty and
Gautham Krishna Gudur and
Joydeep Ghosh and
Alex Dimakis and
Eunsol Choi and
Aleksandar Bojchevski and
Sujay Sanghavi},
title = {{SVFT:} Parameter-Efficient Fine-Tuning with Singular Vectors},
journal = {CoRR},
volume = {abs/2405.19597},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19597},
doi = {10.48550/ARXIV.2405.19597},
eprinttype = {arXiv},
eprint = {2405.19597},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02016,
author = {Ruichen Jiang and
Ali Kavis and
Qiujiang Jin and
Sujay Sanghavi and
Aryan Mokhtari},
title = {Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization},
journal = {CoRR},
volume = {abs/2406.02016},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02016},
doi = {10.48550/ARXIV.2406.02016},
eprinttype = {arXiv},
eprint = {2406.02016},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11206,
author = {Rudrajit Das and
Inderjit S. Dhillon and
Alessandro Epasto and
Adel Javanmard and
Jieming Mao and
Vahab Mirrokni and
Sujay Sanghavi and
Peilin Zhong},
title = {Retraining with Predicted Hard Labels Provably Increases Model Accuracy},
journal = {CoRR},
volume = {abs/2406.11206},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11206},
doi = {10.48550/ARXIV.2406.11206},
eprinttype = {arXiv},
eprint = {2406.11206},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11794,
author = {Jeffrey Li and
Alex Fang and
Georgios Smyrnis and
Maor Ivgi and
Matt Jordan and
Samir Yitzhak Gadre and
Hritik Bansal and
Etash Kumar Guha and
Sedrick Keh and
Kushal Arora and
Saurabh Garg and
Rui Xin and
Niklas Muennighoff and
Reinhard Heckel and
Jean Mercat and
Mayee Chen and
Suchin Gururangan and
Mitchell Wortsman and
Alon Albalak and
Yonatan Bitton and
Marianna Nezhurina and
Amro Abbas and
Cheng{-}Yu Hsieh and
Dhruba Ghosh and
Josh Gardner and
Maciej Kilian and
Hanlin Zhang and
Rulin Shao and
Sarah M. Pratt and
Sunny Sanyal and
Gabriel Ilharco and
Giannis Daras and
Kalyani Marathe and
Aaron Gokaslan and
Jieyu Zhang and
Khyathi Raghavi Chandu and
Thao Nguyen and
Igor Vasiljevic and
Sham M. Kakade and
Shuran Song and
Sujay Sanghavi and
Fartash Faghri and
Sewoong Oh and
Luke Zettlemoyer and
Kyle Lo and
Alaaeldin El{-}Nouby and
Hadi Pouransari and
Alexander Toshev and
Stephanie Wang and
Dirk Groeneveld and
Luca Soldaini and
Pang Wei Koh and
Jenia Jitsev and
Thomas Kollar and
Alexandros G. Dimakis and
Yair Carmon and
Achal Dave and
Ludwig Schmidt and
Vaishaal Shankar},
title = {DataComp-LM: In search of the next generation of training sets for
language models},
journal = {CoRR},
volume = {abs/2406.11794},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11794},
doi = {10.48550/ARXIV.2406.11794},
eprinttype = {arXiv},
eprint = {2406.11794},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17188,
author = {Anish Acharya and
Inderjit S. Dhillon and
Sujay Sanghavi},
title = {Geometric Median {(GM)} Matching for Robust Data Pruning},
journal = {CoRR},
volume = {abs/2406.17188},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17188},
doi = {10.48550/ARXIV.2406.17188},
eprinttype = {arXiv},
eprint = {2406.17188},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangDWDSL23,
author = {Shuo Yang and
Yijun Dong and
Rachel A. Ward and
Inderjit S. Dhillon and
Sujay Sanghavi and
Qi Lei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sample Efficiency of Data Augmentation Consistency Regularization},
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 = {3825--3853},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23c.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/YangDWDSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RenXZ0WSSD23,
author = {Tongzheng Ren and
Chenjun Xiao and
Tianjun Zhang and
Na Li and
Zhaoran Wang and
Sujay Sanghavi and
Dale Schuurmans and
Bo Dai},
title = {Latent Variable Representation for Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=mQpmZVzXK1h},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RenXZ0WSSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasKXZS23,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7066--7101},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/das23c.html},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DasKXZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasS23,
author = {Rudrajit Das and
Sujay Sanghavi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Understanding Self-Distillation in the Presence of Label Noise},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7102--7140},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/das23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AtsidakouKKCS23,
author = {Alexia Atsidakou and
Branislav Kveton and
Sumeet Katariya and
Constantine Caramanis and
Sujay Sanghavi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Logarithmic Bayes Regret Bounds},
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/0d9057d84a9fc37523bf826232ea6820-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AtsidakouKKCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13304,
author = {Rudrajit Das and
Sujay Sanghavi},
title = {Understanding Self-Distillation in the Presence of Label Noise},
journal = {CoRR},
volume = {abs/2301.13304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13304},
doi = {10.48550/ARXIV.2301.13304},
eprinttype = {arXiv},
eprint = {2301.13304},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03241,
author = {Sunny Sanyal and
Jean Kaddour and
Abhishek Kumar and
Sujay Sanghavi},
title = {Understanding the Effectiveness of Early Weight Averaging for Training
Large Language Models},
journal = {CoRR},
volume = {abs/2306.03241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03241},
doi = {10.48550/ARXIV.2306.03241},
eprinttype = {arXiv},
eprint = {2306.03241},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09136,
author = {Alexia Atsidakou and
Branislav Kveton and
Sumeet Katariya and
Constantine Caramanis and
Sujay Sanghavi},
title = {Logarithmic Bayes Regret Bounds},
journal = {CoRR},
volume = {abs/2306.09136},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09136},
doi = {10.48550/ARXIV.2306.09136},
eprinttype = {arXiv},
eprint = {2306.09136},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00177,
author = {Charlie Hou and
Kiran Koshy Thekumparampil and
Michael Shavlovsky and
Giulia Fanti and
Yesh Dattatreya and
Sujay Sanghavi},
title = {Pretrained deep models outperform GBDTs in Learning-To-Rank under
label scarcity},
journal = {CoRR},
volume = {abs/2308.00177},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00177},
doi = {10.48550/ARXIV.2308.00177},
eprinttype = {arXiv},
eprint = {2308.00177},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HashemiADVSD22,
author = {Abolfazl Hashemi and
Anish Acharya and
Rudrajit Das and
Haris Vikalo and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {On the Benefits of Multiple Gossip Steps in Communication-Constrained
Decentralized Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2727--2739},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3138977},
doi = {10.1109/TPDS.2021.3138977},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/HashemiADVSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RenCASH22,
author = {Tongzheng Ren and
Fuheng Cui and
Alexia Atsidakou and
Sujay Sanghavi and
Nhat Ho},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Towards Statistical and Computational Complexities of Polyak Step
Size Gradient Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {3930--3961},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/ren22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RenCASH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AcharyaH0SDT22,
author = {Anish Acharya and
Abolfazl Hashemi and
Prateek Jain and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Robust Training in High Dimensions via Block Coordinate Geometric
Median Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {11145--11168},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/acharya22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AcharyaH0SDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AtsidakouPCSS22,
author = {Alexia Atsidakou and
Orestis Papadigenopoulos and
Constantine Caramanis and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Asymptotically-Optimal Gaussian Bandits with Side Observations},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {1057--1077},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/atsidakou22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/AtsidakouPCSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangRS0DS22,
author = {Shuo Yang and
Tongzheng Ren and
Sanjay Shakkottai and
Eric Price and
Inderjit S. Dhillon and
Sujay Sanghavi},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Linear Bandit Algorithms with Sublinear Time Complexity},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25241--25260},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yang22m.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangRS0DS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VialSS022,
author = {Daniel Vial and
Sujay Sanghavi and
Sanjay Shakkottai and
R. Srikant},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Minimax Regret for Cascading Bandits},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/bbb397739546de027bc81a2c2a8fb119-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VialSS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangSRBV22,
author = {Shuo Yang and
Sujay Sanghavi and
Holakou Rahmanian and
Jan Bakus and
S. V. N. Vishwanathan},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Toward Understanding Privileged Features Distillation in Learning-to-Rank},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/aa31dc84098add7dd2ffdd20646f2043-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangSRBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DasAHSDT22,
author = {Rudrajit Das and
Anish Acharya and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
editor = {James Cussens and
Kun Zhang},
title = {Faster non-convex federated learning via global and local momentum},
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 = {496--506},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/das22b.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/DasAHSDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04219,
author = {Tongzheng Ren and
Jiacheng Zhuo and
Sujay Sanghavi and
Nhat Ho},
title = {Improving Computational Complexity in Statistical Models with Second-Order
Information},
journal = {CoRR},
volume = {abs/2202.04219},
year = {2022},
url = {https://arxiv.org/abs/2202.04219},
eprinttype = {arXiv},
eprint = {2202.04219},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12230,
author = {Shuo Yang and
Yijun Dong and
Rachel A. Ward and
Inderjit S. Dhillon and
Sujay Sanghavi and
Qi Lei},
title = {Sample Efficiency of Data Augmentation Consistency Regularization},
journal = {CoRR},
volume = {abs/2202.12230},
year = {2022},
url = {https://arxiv.org/abs/2202.12230},
eprinttype = {arXiv},
eprint = {2202.12230},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12577,
author = {Daniel Vial and
Sujay Sanghavi and
Sanjay Shakkottai and
R. Srikant},
title = {Minimax Regret for Cascading Bandits},
journal = {CoRR},
volume = {abs/2203.12577},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12577},
doi = {10.48550/ARXIV.2203.12577},
eprinttype = {arXiv},
eprint = {2203.12577},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07999,
author = {Nhat Ho and
Tongzheng Ren and
Sujay Sanghavi and
Purnamrita Sarkar and
Rachel A. Ward},
title = {An Exponentially Increasing Step-size for Parameter Estimation in
Statistical Models},
journal = {CoRR},
volume = {abs/2205.07999},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07999},
doi = {10.48550/ARXIV.2205.07999},
eprinttype = {arXiv},
eprint = {2205.07999},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11078,
author = {Tongzheng Ren and
Fuheng Cui and
Sujay Sanghavi and
Nhat Ho},
title = {Beyond {EM} Algorithm on Over-specified Two-Component Location-Scale
Gaussian Mixtures},
journal = {CoRR},
volume = {abs/2205.11078},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11078},
doi = {10.48550/ARXIV.2205.11078},
eprinttype = {arXiv},
eprint = {2205.11078},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01206,
author = {Anish Acharya and
Sujay Sanghavi and
Li Jing and
Bhargav Bhushanam and
Dhruv Choudhary and
Michael G. Rabbat and
Inderjit S. Dhillon},
title = {Positive Unlabeled Contrastive Learning},
journal = {CoRR},
volume = {abs/2206.01206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01206},
doi = {10.48550/ARXIV.2206.01206},
eprinttype = {arXiv},
eprint = {2206.01206},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10713,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
journal = {CoRR},
volume = {abs/2206.10713},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10713},
doi = {10.48550/ARXIV.2206.10713},
eprinttype = {arXiv},
eprint = {2206.10713},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05663,
author = {Nan Jiang and
Dhivya Eswaran and
Choon Hui Teo and
Yexiang Xue and
Yesh Dattatreya and
Sujay Sanghavi and
Vishy Vishwanathan},
title = {On the Value of Behavioral Representations for Dense Retrieval},
journal = {CoRR},
volume = {abs/2208.05663},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05663},
doi = {10.48550/ARXIV.2208.05663},
eprinttype = {arXiv},
eprint = {2208.05663},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08754,
author = {Shuo Yang and
Sujay Sanghavi and
Holakou Rahmanian and
Jan Bakus and
S. V. N. Vishwanathan},
title = {Toward Understanding Privileged Features Distillation in Learning-to-Rank},
journal = {CoRR},
volume = {abs/2209.08754},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08754},
doi = {10.48550/ARXIV.2209.08754},
eprinttype = {arXiv},
eprint = {2209.08754},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08572,
author = {Alexia Atsidakou and
Sumeet Katariya and
Sujay Sanghavi and
Branislav Kveton},
title = {Bayesian Fixed-Budget Best-Arm Identification},
journal = {CoRR},
volume = {abs/2211.08572},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08572},
doi = {10.48550/ARXIV.2211.08572},
eprinttype = {arXiv},
eprint = {2211.08572},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08765,
author = {Tongzheng Ren and
Chenjun Xiao and
Tianjun Zhang and
Na Li and
Zhaoran Wang and
Sujay Sanghavi and
Dale Schuurmans and
Bo Dai},
title = {Latent Variable Representation for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.08765},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08765},
doi = {10.48550/ARXIV.2212.08765},
eprinttype = {arXiv},
eprint = {2212.08765},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaharavJKSD21,
author = {Tavor Z. Baharav and
Daniel L. Jiang and
Kedarnath Kolluri and
Sujay Sanghavi and
Inderjit S. Dhillon},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme
Classification},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3717--3726},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481914},
doi = {10.1145/3459637.3481914},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BaharavJKSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenLDDS21,
author = {Tongzheng Ren and
Jialian Li and
Bo Dai and
Simon S. Du and
Sujay Sanghavi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Nearly Horizon-Free Offline Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15621--15634},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8396b14c5dff55d13eea57487bf8ed26-Abstract.html},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RenLDDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02729,
author = {Shuo Yang and
Tongzheng Ren and
Sanjay Shakkottai and
Eric Price and
Inderjit S. Dhillon and
Sujay Sanghavi},
title = {Linear Bandit Algorithms with Sublinear Time Complexity},
journal = {CoRR},
volume = {abs/2103.02729},
year = {2021},
url = {https://arxiv.org/abs/2103.02729},
eprinttype = {arXiv},
eprint = {2103.02729},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02741,
author = {Shuo Yang and
Tongzheng Ren and
Inderjit S. Dhillon and
Sujay Sanghavi},
title = {Combinatorial Bandits without Total Order for Arms},
journal = {CoRR},
volume = {abs/2103.02741},
year = {2021},
url = {https://arxiv.org/abs/2103.02741},
eprinttype = {arXiv},
eprint = {2103.02741},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14077,
author = {Tongzheng Ren and
Jialian Li and
Bo Dai and
Simon S. Du and
Sujay Sanghavi},
title = {Nearly Horizon-Free Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2103.14077},
year = {2021},
url = {https://arxiv.org/abs/2103.14077},
eprinttype = {arXiv},
eprint = {2103.14077},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00730,
author = {Tavor Z. Baharav and
Daniel L. Jiang and
Kedarnath Kolluri and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme
Classification},
journal = {CoRR},
volume = {abs/2106.00730},
year = {2021},
url = {https://arxiv.org/abs/2106.00730},
eprinttype = {arXiv},
eprint = {2106.00730},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07094,
author = {Rudrajit Das and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {DP-NormFedAvg: Normalizing Client Updates for Privacy-Preserving Federated
Learning},
journal = {CoRR},
volume = {abs/2106.07094},
year = {2021},
url = {https://arxiv.org/abs/2106.07094},
eprinttype = {arXiv},
eprint = {2106.07094},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08882,
author = {Anish Acharya and
Abolfazl Hashemi and
Prateek Jain and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
title = {Robust Training in High Dimensions via Block Coordinate Geometric
Median Descent},
journal = {CoRR},
volume = {abs/2106.08882},
year = {2021},
url = {https://arxiv.org/abs/2106.08882},
eprinttype = {arXiv},
eprint = {2106.08882},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07810,
author = {Tongzheng Ren and
Fuheng Cui and
Alexia Atsidakou and
Sujay Sanghavi and
Nhat Ho},
title = {Towards Statistical and Computational Complexities of Polyak Step
Size Gradient Descent},
journal = {CoRR},
volume = {abs/2110.07810},
year = {2021},
url = {https://arxiv.org/abs/2110.07810},
eprinttype = {arXiv},
eprint = {2110.07810},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShahWS20,
author = {Vatsal Shah and
Xiaoxia Wu and
Sujay Sanghavi},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Choosing the Sample with Lowest Loss makes {SGD} Robust},
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 = {2120--2130},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/shah20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShahWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenYSD20,
author = {Yanyao Shen and
Hsiang{-}Fu Yu and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Extreme Multi-label Classification from Aggregated Labels},
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 = {8752--8762},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenYSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03316,
author = {Vatsal Shah and
Xiaoxia Wu and
Sujay Sanghavi},
title = {Choosing the Sample with Lowest Loss makes {SGD} Robust},
journal = {CoRR},
volume = {abs/2001.03316},
year = {2020},
url = {https://arxiv.org/abs/2001.03316},
eprinttype = {arXiv},
eprint = {2001.03316},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00198,
author = {Yanyao Shen and
Hsiang{-}Fu Yu and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Extreme Multi-label Classification from Aggregated Labels},
journal = {CoRR},
volume = {abs/2004.00198},
year = {2020},
url = {https://arxiv.org/abs/2004.00198},
eprinttype = {arXiv},
eprint = {2004.00198},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10643,
author = {Abolfazl Hashemi and
Anish Acharya and
Rudrajit Das and
Haris Vikalo and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {On the Benefits of Multiple Gossip Steps in Communication-Constrained
Decentralized Optimization},
journal = {CoRR},
volume = {abs/2011.10643},
year = {2020},
url = {https://arxiv.org/abs/2011.10643},
eprinttype = {arXiv},
eprint = {2011.10643},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10643.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-2012-04061,
author = {Rudrajit Das and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Improved Convergence Rates for Non-Convex Federated Learning with
Compression},
journal = {CoRR},
volume = {abs/2012.04061},
year = {2020},
url = {https://arxiv.org/abs/2012.04061},
eprinttype = {arXiv},
eprint = {2012.04061},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenS19,
author = {Yanyao Shen and
Sujay Sanghavi},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning with Bad Training Data via Iterative Trimmed Loss Minimization},
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 = {5739--5748},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/shen19e.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuDSYHSRK19,
author = {Shanshan Wu and
Alex Dimakis and
Sujay Sanghavi and
Felix X. Yu and
Daniel Niels Holtmann{-}Rice and
Dmitry Storcheus and
Afshin Rostamizadeh and
Sanjiv Kumar},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling},
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 = {6828--6839},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wu19b.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuDSYHSRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BasuSSS19,
author = {Soumya Basu and
Rajat Sen and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Blocking Bandits},
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 = {4785--4794},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/88fee0421317424e4469f33a48f50cb0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BasuSSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShenS19,
author = {Yanyao Shen and
Sujay Sanghavi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Iterative Least Trimmed Squares for Mixed Linear Regression},
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 = {6076--6086},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/c91e3483cf4f90057d02aa492d2b25b1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShenS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangSS19,
author = {Shuo Yang and
Yanyao Shen and
Sujay Sanghavi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Interaction Hard Thresholding: Consistent Sparse Quadratic Regression
in Sub-quadratic Time and Space},
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 = {7924--7934},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3c7417b8df0daf23f39f445e740c7a43-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuSD19,
author = {Shanshan Wu and
Sujay Sanghavi and
Alexandros G. Dimakis},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Sparse Logistic Regression Learns All Discrete Pairwise Graphical
Models},
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 = {8069--8079},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/aa36c88c27650af3b9868b723ae15dfc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuDS19,
author = {Shanshan Wu and
Alexandros G. Dimakis and
Sujay Sanghavi},
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 Distributions Generated by One-Layer ReLU Networks},
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 = {8105--8115},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a4d41b834ea903526373a9a1ae2ac66e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LymCZWSE19,
author = {Sangkug Lym and
Esha Choukse and
Siavash Zangeneh and
Wei Wen and
Sujay Sanghavi and
Mattan Erez},
editor = {Michela Taufer and
Pavan Balaji and
Antonio J. Pe{\~{n}}a},
title = {PruneTrain: fast neural network training by dynamic sparse model reconfiguration},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2019, Denver, Colorado, USA,
November 17-19, 2019},
pages = {36:1--36:13},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3295500.3356156},
doi = {10.1145/3295500.3356156},
timestamp = {Sat, 09 Nov 2019 12:05:50 +0100},
biburl = {https://dblp.org/rec/conf/sc/LymCZWSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03653,
author = {Yanyao Shen and
Sujay Sanghavi},
title = {Iterative Least Trimmed Squares for Mixed Linear Regression},
journal = {CoRR},
volume = {abs/1902.03653},
year = {2019},
url = {http://arxiv.org/abs/1902.03653},
eprinttype = {arXiv},
eprint = {1902.03653},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11975,
author = {Soumya Basu and
Rajat Sen and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Blocking Bandits},
journal = {CoRR},
volume = {abs/1907.11975},
year = {2019},
url = {http://arxiv.org/abs/1907.11975},
eprinttype = {arXiv},
eprint = {1907.11975},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01812,
author = {Shanshan Wu and
Alexandros G. Dimakis and
Sujay Sanghavi},
title = {Learning Distributions Generated by One-Layer ReLU Networks},
journal = {CoRR},
volume = {abs/1909.01812},
year = {2019},
url = {http://arxiv.org/abs/1909.01812},
eprinttype = {arXiv},
eprint = {1909.01812},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03034,
author = {Shuo Yang and
Yanyao Shen and
Sujay Sanghavi},
title = {Interaction Hard Thresholding: Consistent Sparse Quadratic Regression
in Sub-quadratic Time and Space},
journal = {CoRR},
volume = {abs/1911.03034},
year = {2019},
url = {http://arxiv.org/abs/1911.03034},
eprinttype = {arXiv},
eprint = {1911.03034},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03034.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/tompecs/RaySS18,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Searching for a Single Community in a Graph},
journal = {{ACM} Trans. Model. Perform. Evaluation Comput. Syst.},
volume = {3},
number = {3},
pages = {13:1--13:17},
year = {2018},
url = {https://doi.org/10.1145/3200863},
doi = {10.1145/3200863},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tompecs/RaySS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07944,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Searching for a Single Community in a Graph},
journal = {CoRR},
volume = {abs/1806.07944},
year = {2018},
url = {http://arxiv.org/abs/1806.07944},
eprinttype = {arXiv},
eprint = {1806.07944},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10175,
author = {Shanshan Wu and
Alexandros G. Dimakis and
Sujay Sanghavi and
Felix X. Yu and
Daniel Niels Holtmann{-}Rice and
Dmitry Storcheus and
Afshin Rostamizadeh and
Sanjiv Kumar},
title = {The Sparse Recovery Autoencoder},
journal = {CoRR},
volume = {abs/1806.10175},
year = {2018},
url = {http://arxiv.org/abs/1806.10175},
eprinttype = {arXiv},
eprint = {1806.10175},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11874,
author = {Yanyao Shen and
Sujay Sanghavi},
title = {Iteratively Learning from the Best},
journal = {CoRR},
volume = {abs/1810.11874},
year = {2018},
url = {http://arxiv.org/abs/1810.11874},
eprinttype = {arXiv},
eprint = {1810.11874},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11905,
author = {Shanshan Wu and
Sujay Sanghavi and
Alexandros G. Dimakis},
title = {Sparse Logistic Regression Learns All Discrete Pairwise Graphical
Models},
journal = {CoRR},
volume = {abs/1810.11905},
year = {2018},
url = {http://arxiv.org/abs/1810.11905},
eprinttype = {arXiv},
eprint = {1810.11905},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RayNSS17,
author = {Avik Ray and
Joe Neeman and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {The Search Problem in Mixture Models},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {206:1--206:61},
year = {2017},
url = {https://jmlr.org/papers/v18/16-483.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RayNSS17.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/ShanmugamKDS17,
author = {Karthikeyan Shanmugam and
Murat Kocaoglu and
Alexandros G. Dimakis and
Sujay Sanghavi},
title = {Sparse Quadratic Logistic Regression in Sub-quadratic Time},
journal = {CoRR},
volume = {abs/1703.02682},
year = {2017},
url = {http://arxiv.org/abs/1703.02682},
eprinttype = {arXiv},
eprint = {1703.02682},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShanmugamKDS17.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/ior/BanerjeeSS16,
author = {Siddhartha Banerjee and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Online Collaborative Filtering on Graphs},
journal = {Oper. Res.},
volume = {64},
number = {3},
pages = {756--769},
year = {2016},
url = {https://doi.org/10.1287/opre.2016.1508},
doi = {10.1287/OPRE.2016.1508},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/BanerjeeSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/CaiSV16,
author = {Changxiao Cai and
Sujay Sanghavi and
Haris Vikalo},
title = {Structured Low-Rank Matrix Factorization for Haplotype Assembly},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {4},
pages = {647--657},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2547860},
doi = {10.1109/JSTSP.2016.2547860},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/CaiSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChenXCS16,
author = {Yudong Chen and
Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
title = {Matrix Completion With Column Manipulation: Near-Optimal Sample-Robustness-Rank
Tradeoffs},
journal = {{IEEE} Trans. Inf. Theory},
volume = {62},
number = {1},
pages = {503--526},
year = {2016},
url = {https://doi.org/10.1109/TIT.2015.2499247},
doi = {10.1109/TIT.2015.2499247},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ChenXCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/MoharirSS16,
author = {Sharayu Moharir and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Online Load Balancing Under Graph Constraints},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {24},
number = {3},
pages = {1690--1703},
year = {2016},
url = {https://doi.org/10.1109/TNET.2015.2442597},
doi = {10.1109/TNET.2015.2442597},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/MoharirSS16.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/icassp/CaiSV16,
author = {Changxiao Cai and
Sujay Sanghavi and
Haris Vikalo},
title = {Structurally-constrained gradient descent for matrix factorization
in haplotype assembly problems},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2638--2641},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472155},
doi = {10.1109/ICASSP.2016.7472155},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CaiSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuBSD16,
author = {Shanshan Wu and
Srinadh Bhojanapalli and
Sujay Sanghavi and
Alexandros G. Dimakis},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Single Pass {PCA} of Matrix Products},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2577--2585},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0e55666a4ad822e0e34299df3591d979-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuBSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShenHSS16,
author = {Yanyao Shen and
Qixing Huang and
Nati Srebro and
Sujay Sanghavi},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Normalized Spectral Map Synchronization},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4925--4933},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/bb03e43ffe34eeb242a2ee4a4f125e56-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShenHSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/RaySS16,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Sara Alouf and
Alain Jean{-}Marie and
Nidhi Hegde and
Alexandre Prouti{\`{e}}re},
title = {Searching For {A} Single Community in a Graph},
booktitle = {Proceedings of the 2016 {ACM} {SIGMETRICS} International Conference
on Measurement and Modeling of Computer Science, Antibes Juan-Les-Pins,
France, June 14-18, 2016},
pages = {399--400},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2896377.2901494},
doi = {10.1145/2896377.2901494},
timestamp = {Thu, 23 Sep 2021 11:34:30 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/RaySS16.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/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/YiCS16,
author = {Xinyang Yi and
Constantine Caramanis and
Sujay Sanghavi},
title = {Solving a Mixture of Many Random Linear Equations by Tensor Decomposition
and Alternating Minimization},
journal = {CoRR},
volume = {abs/1608.05749},
year = {2016},
url = {http://arxiv.org/abs/1608.05749},
eprinttype = {arXiv},
eprint = {1608.05749},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YiCS16.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/corr/RayNSS16,
author = {Avik Ray and
Joe Neeman and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {The Search Problem in Mixture Models},
journal = {CoRR},
volume = {abs/1610.00843},
year = {2016},
url = {http://arxiv.org/abs/1610.00843},
eprinttype = {arXiv},
eprint = {1610.00843},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RayNSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuBSD16,
author = {Shanshan Wu and
Srinadh Bhojanapalli and
Sujay Sanghavi and
Alexandros G. Dimakis},
title = {Single Pass {PCA} of Matrix Products},
journal = {CoRR},
volume = {abs/1610.06656},
year = {2016},
url = {http://arxiv.org/abs/1610.06656},
eprinttype = {arXiv},
eprint = {1610.06656},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuBSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenBSW15,
author = {Yudong Chen and
Srinadh Bhojanapalli and
Sujay Sanghavi and
Rachel A. Ward},
title = {Completing any low-rank matrix, provably},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2999--3034},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912096},
doi = {10.5555/2789272.2912096},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ChenBSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/questa/MoharirGSS15,
author = {Sharayu Moharir and
Javad Ghaderi and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Serving content with unknown demand: the high-dimensional regime},
journal = {Queueing Syst. Theory Appl.},
volume = {81},
number = {2-3},
pages = {231--264},
year = {2015},
url = {https://doi.org/10.1007/s11134-015-9443-0},
doi = {10.1007/S11134-015-9443-0},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/questa/MoharirGSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/RaySS15,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Improved Greedy Algorithms for Learning Graphical Models},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {6},
pages = {3457--3468},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2427354},
doi = {10.1109/TIT.2015.2427354},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/RaySS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Netrapalli0S15,
author = {Praneeth Netrapalli and
Prateek Jain and
Sujay Sanghavi},
title = {Phase Retrieval Using Alternating Minimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {18},
pages = {4814--4826},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2448516},
doi = {10.1109/TSP.2015.2448516},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Netrapalli0S15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkNZSD15,
author = {Dohyung Park and
Joe Neeman and
Jin Zhang and
Sujay Sanghavi and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {Preference Completion: Large-scale Collaborative Ranking from Pairwise
Comparisons},
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 = {1907--1916},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/park15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkNZSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChaudhuriKNS15,
author = {Kamalika Chaudhuri and
Sham M. Kakade and
Praneeth Netrapalli and
Sujay Sanghavi},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Convergence Rates of Active Learning for Maximum Likelihood Estimation},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1090--1098},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/ca9c267dad0305d1a6308d2a0cf1c39c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChaudhuriKNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/Bhojanapalli0S15,
author = {Srinadh Bhojanapalli and
Prateek Jain and
Sujay Sanghavi},
editor = {Piotr Indyk},
title = {Tighter Low-rank Approximation via Sampling the Leveraged Element},
booktitle = {Proceedings of the Twenty-Sixth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2015, San Diego, CA, USA, January 4-6, 2015},
pages = {902--920},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611973730.62},
doi = {10.1137/1.9781611973730.62},
timestamp = {Tue, 02 Feb 2021 17:07:30 +0100},
biburl = {https://dblp.org/rec/conf/soda/Bhojanapalli0S15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhojanapalliS15,
author = {Srinadh Bhojanapalli and
Sujay Sanghavi},
title = {A New Sampling Technique for Tensors},
journal = {CoRR},
volume = {abs/1502.05023},
year = {2015},
url = {http://arxiv.org/abs/1502.05023},
eprinttype = {arXiv},
eprint = {1502.05023},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhojanapalliS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChaudhuriKNS15,
author = {Kamalika Chaudhuri and
Sham M. Kakade and
Praneeth Netrapalli and
Sujay Sanghavi},
title = {Convergence Rates of Active Learning for Maximum Likelihood Estimation},
journal = {CoRR},
volume = {abs/1506.02348},
year = {2015},
url = {http://arxiv.org/abs/1506.02348},
eprinttype = {arXiv},
eprint = {1506.02348},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChaudhuriKNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkNZSD15,
author = {Dohyung Park and
Joe Neeman and
Jin Zhang and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Preference Completion: Large-scale Collaborative Ranking from Pairwise
Comparisons},
journal = {CoRR},
volume = {abs/1507.04457},
year = {2015},
url = {http://arxiv.org/abs/1507.04457},
eprinttype = {arXiv},
eprint = {1507.04457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkNZSD15.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}
}
@article{DBLP:journals/jmlr/ChenJSX14,
author = {Yudong Chen and
Ali Jalali and
Sujay Sanghavi and
Huan Xu},
title = {Clustering partially observed graphs via convex optimization},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2213--2238},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670322},
doi = {10.5555/2627435.2670322},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ChenJSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChenSX14,
author = {Yudong Chen and
Sujay Sanghavi and
Huan Xu},
title = {Improved Graph Clustering},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {10},
pages = {6440--6455},
year = {2014},
url = {https://doi.org/10.1109/TIT.2014.2346205},
doi = {10.1109/TIT.2014.2346205},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ChenSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/RayGSS14,
author = {Avik Ray and
Javad Ghaderi and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Overlap graph clustering via successive removal},
booktitle = {52nd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2014, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 30 - October 3, 2014},
pages = {278--285},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ALLERTON.2014.7028467},
doi = {10.1109/ALLERTON.2014.7028467},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/RayGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YiCS14,
author = {Xinyang Yi and
Constantine Caramanis and
Sujay Sanghavi},
title = {Alternating Minimization for Mixed Linear Regression},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {613--621},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yia14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/YiCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenBSW14,
author = {Yudong Chen and
Srinadh Bhojanapalli and
Sujay Sanghavi and
Rachel A. Ward},
title = {Coherent Matrix Completion},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {674--682},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/chenc14.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenBSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/DasNSV14,
author = {Abhik Kumar Das and
Praneeth Netrapalli and
Sujay Sanghavi and
Sriram Vishwanath},
title = {Learning structure of power-law Markov networks},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {2272--2276},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875238},
doi = {10.1109/ISIT.2014.6875238},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/DasNSV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Non-convex Robust {PCA}},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1107--1115},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/443cb001c138b2561a0d90720d6ce111-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkCS14,
author = {Dohyung Park and
Constantine Caramanis and
Sujay Sanghavi},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Greedy Subspace Clustering},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2753--2761},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/856fc81623da2150ba2210ba1b51d241-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ParkCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/MoharirGSS14,
author = {Sharayu Moharir and
Javad Ghaderi and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {Serving content with unknown demand: the high-dimensional regime},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
pages = {435--447},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971.2591978},
doi = {10.1145/2591971.2591978},
timestamp = {Mon, 14 Jun 2021 15:39:36 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/MoharirGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/RaySS14,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {Topic modeling from network spread},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
pages = {561--562},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971.2592018},
doi = {10.1145/2591971.2592018},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/RaySS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmetrics/2014,
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971},
doi = {10.1145/2591971},
isbn = {978-1-4503-2789-3},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bhojanapalli0S14,
author = {Srinadh Bhojanapalli and
Prateek Jain and
Sujay Sanghavi},
title = {Tighter Low-rank Approximation via Sampling the Leveraged Element},
journal = {CoRR},
volume = {abs/1410.3886},
year = {2014},
url = {http://arxiv.org/abs/1410.3886},
eprinttype = {arXiv},
eprint = {1410.3886},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bhojanapalli0S14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
title = {Non-convex Robust {PCA}},
journal = {CoRR},
volume = {abs/1410.7660},
year = {2014},
url = {http://arxiv.org/abs/1410.7660},
eprinttype = {arXiv},
eprint = {1410.7660},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkCS14,
author = {Dohyung Park and
Constantine Caramanis and
Sujay Sanghavi},
title = {Greedy Subspace Clustering},
journal = {CoRR},
volume = {abs/1410.8864},
year = {2014},
url = {http://arxiv.org/abs/1410.8864},
eprinttype = {arXiv},
eprint = {1410.8864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanerjeeSS14,
author = {Siddhartha Banerjee and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Online Collaborative-Filtering on Graphs},
journal = {CoRR},
volume = {abs/1411.2057},
year = {2014},
url = {http://arxiv.org/abs/1411.2057},
eprinttype = {arXiv},
eprint = {1411.2057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BanerjeeSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoharirGSS14,
author = {Sharayu Moharir and
Javad Ghaderi and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Serving Content with Unknown Demand: the High-Dimensional Regime},
journal = {CoRR},
volume = {abs/1412.6463},
year = {2014},
url = {http://arxiv.org/abs/1412.6463},
eprinttype = {arXiv},
eprint = {1412.6463},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoharirGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChenJSC13,
author = {Yudong Chen and
Ali Jalali and
Sujay Sanghavi and
Constantine Caramanis},
title = {Low-Rank Matrix Recovery From Errors and Erasures},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {7},
pages = {4324--4337},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2249572},
doi = {10.1109/TIT.2013.2249572},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ChenJSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JalaliRS13,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi},
title = {A Dirty Model for Multiple Sparse Regression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {12},
pages = {7947--7968},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2280272},
doi = {10.1109/TIT.2013.2280272},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/JalaliRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChatterjeeRVS13,
author = {Avhishek Chatterjee and
Ankit Singh Rawat and
Sriram Vishwanath and
Sujay Sanghavi},
title = {Learning the causal graph of Markov time series},
booktitle = {51st Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2013, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 2-4, 2013},
pages = {107--114},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/Allerton.2013.6736512},
doi = {10.1109/ALLERTON.2013.6736512},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/ChatterjeeRVS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Netrapalli0S13,
author = {Praneeth Netrapalli and
Prateek Jain and
Sujay Sanghavi},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Phase Retrieval using Alternating Minimization},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2796--2804},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/242c100dc94f871b6d7215b868a875f8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Netrapalli0S13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/MoharirSS13,
author = {Sharayu Moharir and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Mor Harchol{-}Balter and
John R. Douceur and
Jun Xu},
title = {Online load balancing under graph constraints},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} '13, Pittsburgh, PA, USA, June 17-21,
2013},
pages = {363--364},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2465529.2465751},
doi = {10.1145/2465529.2465751},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/MoharirSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/JainNS13,
author = {Prateek Jain and
Praneeth Netrapalli and
Sujay Sanghavi},
editor = {Dan Boneh and
Tim Roughgarden and
Joan Feigenbaum},
title = {Low-rank matrix completion using alternating minimization},
booktitle = {Symposium on Theory of Computing Conference, STOC'13, Palo Alto, CA,
USA, June 1-4, 2013},
pages = {665--674},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488608.2488693},
doi = {10.1145/2488608.2488693},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/JainNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Netrapalli0S13,
author = {Praneeth Netrapalli and
Prateek Jain and
Sujay Sanghavi},
title = {Phase Retrieval using Alternating Minimization},
journal = {CoRR},
volume = {abs/1306.0160},
year = {2013},
url = {http://arxiv.org/abs/1306.0160},
eprinttype = {arXiv},
eprint = {1306.0160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Netrapalli0S13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhojanapalliCSW13,
author = {Srinadh Bhojanapalli and
Yudong Chen and
Sujay Sanghavi and
Rachel A. Ward},
title = {Coherent Matrix Completion},
journal = {CoRR},
volume = {abs/1306.2979},
year = {2013},
url = {http://arxiv.org/abs/1306.2979},
eprinttype = {arXiv},
eprint = {1306.2979},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BhojanapalliCSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/XuCS12,
author = {Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
title = {Robust {PCA} via Outlier Pursuit},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {5},
pages = {3047--3064},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2173156},
doi = {10.1109/TIT.2011.2173156},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/XuCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/MoharirS12,
author = {Sharayu Moharir and
Sujay Sanghavi},
title = {Online load balancing and correlated randomness},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 1-5, 2012},
pages = {746--753},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/Allerton.2012.6483293},
doi = {10.1109/ALLERTON.2012.6483293},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/MoharirS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/RaySS12,
author = {Avik Ray and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Greedy learning of graphical models with small girth},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 1-5, 2012},
pages = {2024--2031},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/Allerton.2012.6483471},
doi = {10.1109/ALLERTON.2012.6483471},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/RaySS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JalaliS12,
author = {Ali Jalali and
Sujay Sanghavi},
title = {Learning the Dependence Graph of Time Series with Latent Factors},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/277.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JalaliS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ReddySS12,
author = {Aneesh Reddy and
Sujay Sanghavi and
Sanjay Shakkottai},
editor = {Albert G. Greenberg and
Kazem Sohraby},
title = {On the effect of channel fading on greedy scheduling},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2012, Orlando, FL, USA, March
25-30, 2012},
pages = {406--414},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/INFCOM.2012.6195779},
doi = {10.1109/INFCOM.2012.6195779},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ReddySS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/DasNSV12,
author = {Abhik Kumar Das and
Praneeth Netrapalli and
Sujay Sanghavi and
Sriram Vishwanath},
title = {Learning Markov graphs up to edit distance},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {2731--2735},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6284018},
doi = {10.1109/ISIT.2012.6284018},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/DasNSV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenSX12,
author = {Yudong Chen and
Sujay Sanghavi and
Huan Xu},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Clustering Sparse Graphs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2213--2221},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1e6e0a04d20f50967c64dac2d639a577-Abstract.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/NetrapalliS12,
author = {Praneeth Netrapalli and
Sujay Sanghavi},
editor = {Peter G. Harrison and
Martin F. Arlitt and
Giuliano Casale},
title = {Learning the graph of epidemic cascades},
booktitle = {{ACM} {SIGMETRICS/PERFORMANCE} Joint International Conference on Measurement
and Modeling of Computer Systems, {SIGMETRICS} '12, London, United
Kingdom, June 11-15, 2012},
pages = {211--222},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2254756.2254783},
doi = {10.1145/2254756.2254783},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/NetrapalliS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/JalaliS12,
author = {Ali Jalali and
Sujay Sanghavi},
title = {Greedy dirty models: {A} new algorithm for multiple sparse regression},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {416--419},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319719},
doi = {10.1109/SSP.2012.6319719},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/JalaliS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-1779,
author = {Praneeth Netrapalli and
Sujay Sanghavi},
title = {Finding the Graph of Epidemic Cascades},
journal = {CoRR},
volume = {abs/1202.1779},
year = {2012},
url = {http://arxiv.org/abs/1202.1779},
eprinttype = {arXiv},
eprint = {1202.1779},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-1779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1997,
author = {Aneesh Reddy and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {On the Effect of Channel Fading on Greedy Scheduling},
journal = {CoRR},
volume = {abs/1203.1997},
year = {2012},
url = {http://arxiv.org/abs/1203.1997},
eprinttype = {arXiv},
eprint = {1203.1997},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1402,
author = {Ali Jalali and
Sujay Sanghavi},
title = {A New Greedy Algorithm for Multiple Sparse Regression},
journal = {CoRR},
volume = {abs/1206.1402},
year = {2012},
url = {http://arxiv.org/abs/1206.1402},
eprinttype = {arXiv},
eprint = {1206.1402},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0467,
author = {Prateek Jain and
Praneeth Netrapalli and
Sujay Sanghavi},
title = {Low-rank Matrix Completion using Alternating Minimization},
journal = {CoRR},
volume = {abs/1212.0467},
year = {2012},
url = {http://arxiv.org/abs/1212.0467},
eprinttype = {arXiv},
eprint = {1212.0467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/ChandrasekaranSPW11,
author = {Venkat Chandrasekaran and
Sujay Sanghavi and
Pablo A. Parrilo and
Alan S. Willsky},
title = {Rank-Sparsity Incoherence for Matrix Decomposition},
journal = {{SIAM} J. Optim.},
volume = {21},
number = {2},
pages = {572--596},
year = {2011},
url = {https://doi.org/10.1137/090761793},
doi = {10.1137/090761793},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/ChandrasekaranSPW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SanghaviMW11,
author = {Sujay Sanghavi and
Dmitry M. Malioutov and
Alan S. Willsky},
title = {Belief Propagation and {LP} Relaxation for Weighted Matching in General
Graphs},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {4},
pages = {2203--2212},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2110170},
doi = {10.1109/TIT.2011.2110170},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SanghaviMW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenXCS11,
author = {Yudong Chen and
Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Robust Matrix Completion and Corrupted Columns},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {873--880},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/469\_icmlpaper.pdf},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenXCS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JalaliCSX11,
author = {Ali Jalali and
Yudong Chen and
Sujay Sanghavi and
Huan Xu},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Clustering Partially Observed Graphs via Convex Optimization},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1001--1008},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/516\_icmlpaper.pdf},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JalaliCSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ChenJSC11,
author = {Yudong Chen and
Ali Jalali and
Sujay Sanghavi and
Constantine Caramanis},
editor = {Alexander Kuleshov and
Vladimir M. Blinovsky and
Anthony Ephremides},
title = {Low-rank matrix recovery from errors and erasures},
booktitle = {2011 {IEEE} International Symposium on Information Theory Proceedings,
{ISIT} 2011, St. Petersburg, Russia, July 31 - August 5, 2011},
pages = {2313--2317},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISIT.2011.6033975},
doi = {10.1109/ISIT.2011.6033975},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ChenJSC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JalaliRVS11,
author = {Ali Jalali and
Pradeep Ravikumar and
Vishvas Vasuki and
Sujay Sanghavi},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {On Learning Discrete Graphical Models using Group-Sparse Regularization},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {378--387},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/jalali11a/jalali11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JalaliRVS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1102-2254,
author = {Yudong Chen and
Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
title = {Robust Matrix Completion with Corrupted Columns},
journal = {CoRR},
volume = {abs/1102.2254},
year = {2011},
url = {http://arxiv.org/abs/1102.2254},
eprinttype = {arXiv},
eprint = {1102.2254},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1102-2254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-0354,
author = {Yudong Chen and
Ali Jalali and
Sujay Sanghavi and
Constantine Caramanis},
title = {Low-rank Matrix Recovery from Errors and Erasures},
journal = {CoRR},
volume = {abs/1104.0354},
year = {2011},
url = {http://arxiv.org/abs/1104.0354},
eprinttype = {arXiv},
eprint = {1104.0354},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-0354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-4803,
author = {Ali Jalali and
Yudong Chen and
Sujay Sanghavi and
Huan Xu},
title = {Clustering Partially Observed Graphs via Convex Optimization},
journal = {CoRR},
volume = {abs/1104.4803},
year = {2011},
url = {http://arxiv.org/abs/1104.4803},
eprinttype = {arXiv},
eprint = {1104.4803},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-4803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1887,
author = {Ali Jalali and
Sujay Sanghavi},
title = {Learning with Latent Factors in Time Series},
journal = {CoRR},
volume = {abs/1106.1887},
year = {2011},
url = {http://arxiv.org/abs/1106.1887},
eprinttype = {arXiv},
eprint = {1106.1887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-5826,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi},
title = {A Dirty Model for Multiple Sparse Regression},
journal = {CoRR},
volume = {abs/1106.5826},
year = {2011},
url = {http://arxiv.org/abs/1106.5826},
eprinttype = {arXiv},
eprint = {1106.5826},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-5826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/MalioutovSW10,
author = {Dmitry M. Malioutov and
Sujay Sanghavi and
Alan S. Willsky},
title = {Sequential Compressed Sensing},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {4},
number = {2},
pages = {435--444},
year = {2010},
url = {https://doi.org/10.1109/JSTSP.2009.2038211},
doi = {10.1109/JSTSP.2009.2038211},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/MalioutovSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TanSFW10,
author = {Vincent Y. F. Tan and
Sujay Sanghavi and
John W. Fisher III and
Alan S. Willsky},
title = {Learning graphical models for hypothesis testing and classification},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {11},
pages = {5481--5495},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2059019},
doi = {10.1109/TSP.2010.2059019},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TanSFW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/NetrapalliBSS10,
author = {Praneeth Netrapalli and
Siddhartha Banerjee and
Sujay Sanghavi and
Sanjay Shakkottai},
title = {Greedy learning of Markov network structure},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {1295--1302},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5707063},
doi = {10.1109/ALLERTON.2010.5707063},
timestamp = {Fri, 24 Nov 2023 19:40:40 +0100},
biburl = {https://dblp.org/rec/conf/allerton/NetrapalliBSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChenS10,
author = {Yuxin Chen and
Sujay Sanghavi},
title = {A general framework for high-dimensional estimation in the presence
of incoherence},
booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020},
pages = {1570--1576},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ALLERTON.2010.5707100},
doi = {10.1109/ALLERTON.2010.5707100},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/ChenS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JalaliRSR10,
author = {Ali Jalali and
Pradeep Ravikumar and
Sujay Sanghavi and
Chao Ruan},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {A Dirty Model for Multi-task Learning},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {964--972},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/00e26af6ac3b1c1c49d7c3d79c60d000-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JalaliRSR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuCS10,
author = {Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Robust {PCA} via Outlier Pursuit},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2496--2504},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/fe8c15fed5f808006ce95eddb7366e35-Abstract.html},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuCS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-0219,
author = {Dmitry M. Malioutov and
Sujay Sanghavi and
Alan S. Willsky},
title = {Sequential Compressed Sensing},
journal = {CoRR},
volume = {abs/1003.0219},
year = {2010},
url = {http://arxiv.org/abs/1003.0219},
eprinttype = {arXiv},
eprint = {1003.0219},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-0219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-4237,
author = {Huan Xu and
Constantine Caramanis and
Sujay Sanghavi},
title = {Robust {PCA} via Outlier Pursuit},
journal = {CoRR},
volume = {abs/1010.4237},
year = {2010},
url = {http://arxiv.org/abs/1010.4237},
eprinttype = {arXiv},
eprint = {1010.4237},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-4237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/GuptaSS09,
author = {Gagan Raj Gupta and
Sujay Sanghavi and
Ness B. Shroff},
title = {Workload optimality in switches without arrivals},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {37},
number = {2},
pages = {36--38},
year = {2009},
url = {https://doi.org/10.1145/1639562.1639575},
doi = {10.1145/1639562.1639575},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/GuptaSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SanghaviSW09,
author = {Sujay Sanghavi and
Devavrat Shah and
Alan S. Willsky},
title = {Message passing for maximum weight independent set},
journal = {{IEEE} Trans. Inf. Theory},
volume = {55},
number = {11},
pages = {4822--4834},
year = {2009},
url = {https://doi.org/10.1109/TIT.2009.2030448},
doi = {10.1109/TIT.2009.2030448},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SanghaviSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/BuiSS09,
author = {Loc Bui and
Sujay Sanghavi and
R. Srikant},
title = {Distributed link scheduling with constant overhead},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {17},
number = {5},
pages = {1467--1480},
year = {2009},
url = {http://doi.acm.org/10.1145/1665838.1665847},
doi = {10.1145/1665838.1665847},
timestamp = {Thu, 22 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/BuiSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/GuptaSS09,
author = {Gagan Raj Gupta and
Sujay Sanghavi and
Ness B. Shroff},
title = {Is it enough to drain the heaviest bottlenecks?},
booktitle = {47th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
pages = {483--490},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALLERTON.2009.5394773},
doi = {10.1109/ALLERTON.2009.5394773},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/GuptaSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChandrasekaranSPW09,
author = {Venkat Chandrasekaran and
Sujay Sanghavi and
Pablo A. Parrilo and
Alan S. Willsky},
title = {Sparse and low-rank matrix decompositions},
booktitle = {47th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
pages = {962--967},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALLERTON.2009.5394889},
doi = {10.1109/ALLERTON.2009.5394889},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/ChandrasekaranSPW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/JalaliLSH09,
author = {Ali Jalali and
David James Love and
Sujay Sanghavi and
Bertrand M. Hochwald},
title = {Conferencing on trees},
booktitle = {43rd Annual Conference on Information Sciences and Systems, {CISS}
2009, The John Hopkins University, Baltimore, MD, USA, 18-20 March
2009},
pages = {763--768},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CISS.2009.5054820},
doi = {10.1109/CISS.2009.5054820},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ciss/JalaliLSH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BoradeS09,
author = {Shashi Borade and
Sujay Sanghavi},
title = {Some fundamental coding theoretic limits of unequal error protection},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
June 28 - July 3, 2009, Seoul, Korea, Proceedings},
pages = {2231--2235},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISIT.2009.5205858},
doi = {10.1109/ISIT.2009.5205858},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BoradeS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/GuptaSS09,
author = {Gagan Raj Gupta and
Sujay Sanghavi and
Ness B. Shroff},
editor = {John R. Douceur and
Albert G. Greenberg and
Thomas Bonald and
Jason Nieh},
title = {Node weighted scheduling},
booktitle = {Proceedings of the Eleventh International Joint Conference on Measurement
and Modeling of Computer Systems, SIGMETRICS/Performance 2009, Seattle,
WA, USA, June 15-19, 2009},
pages = {97--108},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1555349.1555361},
doi = {10.1145/1555349.1555361},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/GuptaSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-1169,
author = {Gagan Raj Gupta and
Sujay Sanghavi and
Ness B. Shroff},
title = {Node Weighted Scheduling},
journal = {CoRR},
volume = {abs/0902.1169},
year = {2009},
url = {http://arxiv.org/abs/0902.1169},
eprinttype = {arXiv},
eprint = {0902.1169},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-1169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/SanghaviH08,
author = {Sujay Sanghavi and
Bruce E. Hajek},
title = {A New Mechanism for the Free-Rider Problem},
journal = {{IEEE} Trans. Autom. Control.},
volume = {53},
number = {5},
pages = {1176--1183},
year = {2008},
url = {https://doi.org/10.1109/TAC.2008.923662},
doi = {10.1109/TAC.2008.923662},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/SanghaviH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/SanghaviMW08,
author = {Sujay Sanghavi and
Dmitry Malioutov and
Alan S. Willsky},
title = {Networking sensors using belief propagation},
booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
pages = {384--391},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ALLERTON.2008.4797583},
doi = {10.1109/ALLERTON.2008.4797583},
timestamp = {Wed, 22 Nov 2023 08:29:09 +0100},
biburl = {https://dblp.org/rec/conf/allerton/SanghaviMW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MalioutovSW08,
author = {Dmitry M. Malioutov and
Sujay Sanghavi and
Alan S. Willsky},
title = {Compressed sensing with sequential observations},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3357--3360},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518370},
doi = {10.1109/ICASSP.2008.4518370},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MalioutovSW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0807-5091,
author = {Sujay Sanghavi and
Devavrat Shah and
Alan S. Willsky},
title = {Message-passing for Maximum Weight Independent Set},
journal = {CoRR},
volume = {abs/0807.5091},
year = {2008},
url = {http://arxiv.org/abs/0807.5091},
eprinttype = {arXiv},
eprint = {0807.5091},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0807-5091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SanghaviHM07,
author = {Sujay Sanghavi and
Bruce E. Hajek and
Laurent Massouli{\'{e}}},
title = {Gossiping With Multiple Messages},
journal = {{IEEE} Trans. Inf. Theory},
volume = {53},
number = {12},
pages = {4640--4654},
year = {2007},
url = {https://doi.org/10.1109/TIT.2007.909171},
doi = {10.1109/TIT.2007.909171},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SanghaviHM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/SanghaviHM07,
author = {Sujay Sanghavi and
Bruce E. Hajek and
Laurent Massouli{\'{e}}},
title = {Gossiping with Multiple Messages},
booktitle = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
6-12 May 2007, Anchorage, Alaska, {USA}},
pages = {2135--2143},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/INFCOM.2007.247},
doi = {10.1109/INFCOM.2007.247},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/SanghaviHM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SanghaviMW07,
author = {Sujay Sanghavi and
Dmitry M. Malioutov and
Alan S. Willsky},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Linear programming analysis of loopy belief propagation for weighted
matching},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1273--1280},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/f57a2f557b098c43f11ab969efe1504b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SanghaviMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SanghaviSW07,
author = {Sujay Sanghavi and
Devavrat Shah and
Alan S. Willsky},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Message Passing for Max-weight Independent Set},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1281--1288},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/c4015b7f368e6b4871809f49debe0579-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SanghaviSW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/SanghaviBS07,
author = {Sujay Sanghavi and
Loc Bui and
R. Srikant},
editor = {Leana Golubchik and
Mostafa H. Ammar and
Mor Harchol{-}Balter},
title = {Distributed link scheduling with constant overhead},
booktitle = {Proceedings of the 2007 {ACM} {SIGMETRICS} International Conference
on Measurement and Modeling of Computer Systems, {SIGMETRICS} 2007,
San Diego, California, USA, June 12-16, 2007},
pages = {313--324},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1254882.1254920},
doi = {10.1145/1254882.1254920},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/SanghaviBS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0705-0760,
author = {Sujay Sanghavi},
title = {Equivalence of {LP} Relaxation and Max-Product for Weighted Matching
in General Graphs},
journal = {CoRR},
volume = {abs/0705.0760},
year = {2007},
url = {http://arxiv.org/abs/0705.0760},
eprinttype = {arXiv},
eprint = {0705.0760},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0705-0760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Sanghavi06,
author = {Sujay Sanghavi},
title = {Decentralized Network Algorithms},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2006},
url = {https://hdl.handle.net/2142/80984},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Sanghavi06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/SanghaviH06,
author = {Sujay Sanghavi and
Bruce E. Hajek},
title = {Adaptive induced fluctuations for multiuser diversity},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {5},
number = {6},
pages = {1294--1305},
year = {2006},
url = {https://doi.org/10.1109/TWC.2006.1638650},
doi = {10.1109/TWC.2006.1638650},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/SanghaviH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0611064,
author = {Sujay Sanghavi and
Loc Bui and
R. Srikant},
title = {Distributed Link Scheduling with Constant Overhead},
journal = {CoRR},
volume = {abs/cs/0611064},
year = {2006},
url = {http://arxiv.org/abs/cs/0611064},
eprinttype = {arXiv},
eprint = {cs/0611064},
timestamp = {Thu, 22 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0611064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0612075,
author = {Sujay Sanghavi},
title = {Intermediate Performance of Rateless Codes},
journal = {CoRR},
volume = {abs/cs/0612075},
year = {2006},
url = {http://arxiv.org/abs/cs/0612075},
eprinttype = {arXiv},
eprint = {cs/0612075},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0612075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0612118,
author = {Sujay Sanghavi and
Bruce E. Hajek and
Laurent Massouli{\'{e}}},
title = {Gossiping with Multiple Messages},
journal = {CoRR},
volume = {abs/cs/0612118},
year = {2006},
url = {http://arxiv.org/abs/cs/0612118},
eprinttype = {arXiv},
eprint = {cs/0612118},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0612118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/SanghaviH05,
author = {Sujay Sanghavi and
Bruce E. Hajek},
editor = {Eric Friedman and
Emin G{\"{u}}n Sirer},
title = {A new mechanism for the free-rider problem},
booktitle = {Proceedings of the 2005 {ACM} {SIGCOMM} Workshop on Economics of Peer-to-Peer
Systems, {P2PECON} '05, Philadelphia, Pennsylvania, USA, August 22,
2005},
pages = {122--127},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1080192.1080200},
doi = {10.1145/1080192.1080200},
timestamp = {Tue, 15 Feb 2022 10:19:03 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/SanghaviH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/SanghaviH04,
author = {Sujay Sanghavi and
Bruce E. Hajek},
title = {Optimal allocation of a divisible good to strategic buyers},
booktitle = {43rd {IEEE} Conference on Decision and Control, {CDC} 2004, Nassau,
Bahamas, December 14-17, 2004},
pages = {2748--2753},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CDC.2004.1428878},
doi = {10.1109/CDC.2004.1428878},
timestamp = {Fri, 04 Mar 2022 13:24:31 +0100},
biburl = {https://dblp.org/rec/conf/cdc/SanghaviH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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