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ORCIDBibTeX records: Sujay Sanghavi
@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}
}
@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/pdf?id=mQpmZVzXK1h},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
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 = {http://jmlr.org/papers/v18/16-483.html},
timestamp = {Wed, 10 Jul 2019 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, 30 Sep 2023 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 = {Sun, 17 Dec 2023 00:00:00 +0100},
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, 30 Sep 2023 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 = {Mon, 13 Aug 2018 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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