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ORCIDBibTeX records: Suriya Gunasekar
@inproceedings{DBLP:conf/nips/EvenPGF23,
author = {Mathieu Even and
Scott Pesme and
Suriya Gunasekar and
Nicolas Flammarion},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{(S)GD} over Diagonal Linear Networks: Implicit bias, Large Stepsizes
and Edge of Stability},
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/5da6ce80e97671b70c01a2e703b868b3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/EvenPGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08982,
author = {Mathieu Even and
Scott Pesme and
Suriya Gunasekar and
Nicolas Flammarion},
title = {{(S)GD} over Diagonal Linear Networks: Implicit Regularisation, Large
Stepsizes and Edge of Stability},
journal = {CoRR},
volume = {abs/2302.08982},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08982},
doi = {10.48550/ARXIV.2302.08982},
eprinttype = {arXiv},
eprint = {2302.08982},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11644,
author = {Suriya Gunasekar and
Yi Zhang and
Jyoti Aneja and
Caio C{\'{e}}sar Teodoro Mendes and
Allie Del Giorno and
Sivakanth Gopi and
Mojan Javaheripi and
Piero Kauffmann and
Gustavo de Rosa and
Olli Saarikivi and
Adil Salim and
Shital Shah and
Harkirat Singh Behl and
Xin Wang and
S{\'{e}}bastien Bubeck and
Ronen Eldan and
Adam Tauman Kalai and
Yin Tat Lee and
Yuanzhi Li},
title = {Textbooks Are All You Need},
journal = {CoRR},
volume = {abs/2306.11644},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11644},
doi = {10.48550/ARXIV.2306.11644},
eprinttype = {arXiv},
eprint = {2306.11644},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05463,
author = {Yuanzhi Li and
S{\'{e}}bastien Bubeck and
Ronen Eldan and
Allie Del Giorno and
Suriya Gunasekar and
Yin Tat Lee},
title = {Textbooks Are All You Need {II:} phi-1.5 technical report},
journal = {CoRR},
volume = {abs/2309.05463},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05463},
doi = {10.48550/ARXIV.2309.05463},
eprinttype = {arXiv},
eprint = {2309.05463},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15098,
author = {Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Varun Chandrasekaran and
Erik Jones and
Suriya Gunasekar and
Ranjita Naik and
Hamid Palangi and
Ece Kamar and
Besmira Nushi},
title = {Attention Satisfies: {A} Constraint-Satisfaction Lens on Factual Errors
of Language Models},
journal = {CoRR},
volume = {abs/2309.15098},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15098},
doi = {10.48550/ARXIV.2309.15098},
eprinttype = {arXiv},
eprint = {2309.15098},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15511,
author = {Marah I Abdin and
Suriya Gunasekar and
Varun Chandrasekaran and
Jerry Li and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Rahee Ghosh Peshawaria and
Ranjita Naik and
Besmira Nushi},
title = {{KITAB:} Evaluating LLMs on Constraint Satisfaction for Information
Retrieval},
journal = {CoRR},
volume = {abs/2310.15511},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15511},
doi = {10.48550/ARXIV.2310.15511},
eprinttype = {arXiv},
eprint = {2310.15511},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/JagadeesanRG22,
author = {Meena Jagadeesan and
Ilya P. Razenshteyn and
Suriya Gunasekar},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Inductive Bias of Multi-Channel Linear Convolutional Networks with
Bounded Weight Norm},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2276--2325},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/jagadeesan22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/JagadeesanRG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GeBXGJSWIV22,
author = {Yunhao Ge and
Harkirat S. Behl and
Jiashu Xu and
Suriya Gunasekar and
Neel Joshi and
Yale Song and
Xin Wang and
Laurent Itti and
Vibhav Vineet},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Neural-Sim: Learning to Generate Training Data with NeRF},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIII}},
series = {Lecture Notes in Computer Science},
volume = {13683},
pages = {477--493},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20050-2\_28},
doi = {10.1007/978-3-031-20050-2\_28},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/GeBXGJSWIV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenBG22,
author = {Ruoqi Shen and
S{\'{e}}bastien Bubeck and
Suriya Gunasekar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Data Augmentation as Feature Manipulation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19773--19808},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/shen22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01572,
author = {Ruoqi Shen and
S{\'{e}}bastien Bubeck and
Suriya Gunasekar},
title = {Data Augmentation as Feature Manipulation: a story of desert cows
and grass cows},
journal = {CoRR},
volume = {abs/2203.01572},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01572},
doi = {10.48550/ARXIV.2203.01572},
eprinttype = {arXiv},
eprint = {2203.01572},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04301,
author = {Yi Zhang and
Arturs Backurs and
S{\'{e}}bastien Bubeck and
Ronen Eldan and
Suriya Gunasekar and
Tal Wagner},
title = {Unveiling Transformers with {LEGO:} a synthetic reasoning task},
journal = {CoRR},
volume = {abs/2206.04301},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04301},
doi = {10.48550/ARXIV.2206.04301},
eprinttype = {arXiv},
eprint = {2206.04301},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02349,
author = {Suriya Gunasekar},
title = {Generalization to translation shifts: a study in architectures and
augmentations},
journal = {CoRR},
volume = {abs/2207.02349},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02349},
doi = {10.48550/ARXIV.2207.02349},
eprinttype = {arXiv},
eprint = {2207.02349},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11368,
author = {Yunhao Ge and
Harkirat S. Behl and
Jiashu Xu and
Suriya Gunasekar and
Neel Joshi and
Yale Song and
Xin Wang and
Laurent Itti and
Vibhav Vineet},
title = {Neural-Sim: Learning to Generate Training Data with NeRF},
journal = {CoRR},
volume = {abs/2207.11368},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11368},
doi = {10.48550/ARXIV.2207.11368},
eprinttype = {arXiv},
eprint = {2207.11368},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09359,
author = {Ananya Kumar and
Ruoqi Shen and
S{\'{e}}bastien Bubeck and
Suriya Gunasekar},
title = {How to Fine-Tune Vision Models with {SGD}},
journal = {CoRR},
volume = {abs/2211.09359},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09359},
doi = {10.48550/ARXIV.2211.09359},
eprinttype = {arXiv},
eprint = {2211.09359},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GunasekarWS21,
author = {Suriya Gunasekar and
Blake E. Woodworth and
Nathan Srebro},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Mirrorless Mirror Descent: {A} Natural Derivation of Mirror Descent},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2305--2313},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/gunasekar21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GunasekarWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12238,
author = {Meena Jagadeesan and
Ilya P. Razenshteyn and
Suriya Gunasekar},
title = {Inductive Bias of Multi-Channel Linear Convolutional Networks with
Bounded Weight Norm},
journal = {CoRR},
volume = {abs/2102.12238},
year = {2021},
url = {https://arxiv.org/abs/2102.12238},
eprinttype = {arXiv},
eprint = {2102.12238},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WoodworthGLMSGS20,
author = {Blake E. Woodworth and
Suriya Gunasekar and
Jason D. Lee and
Edward Moroshko and
Pedro Savarese and
Itay Golan and
Daniel Soudry and
Nathan Srebro},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Kernel and Rich Regimes in Overparametrized Models},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {3635--3673},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/woodworth20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/WoodworthGLMSGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangNSAKSL0DGG20,
author = {Yiding Jiang and
Parth Natekar and
Manik Sharma and
Sumukh K. Aithal and
Dhruva Kashyap and
Natarajan Subramanyam and
Carlos Lassance and
Daniel M. Roy and
Gintare Karolina Dziugaite and
Suriya Gunasekar and
Isabelle Guyon and
Pierre Foret and
Scott Yak and
Hossein Mobahi and
Behnam Neyshabur and
Samy Bengio},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {Methods and Analysis of The First Competition in Predicting Generalization
of Deep Learning},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {170--190},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/jiang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangNSAKSL0DGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MoroshkoWGLSS20,
author = {Edward Moroshko and
Blake E. Woodworth and
Suriya Gunasekar and
Jason D. Lee and
Nati Srebro and
Daniel Soudry},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Implicit Bias in Deep Linear Classification: Initialization Scale
vs Training Accuracy},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fc2022c89b61c76bbef978f1370660bf-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MoroshkoWGLSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuDRWLGWL20,
author = {Xiaoxia Wu and
Edgar Dobriban and
Tongzheng Ren and
Shanshan Wu and
Zhiyuan Li and
Suriya Gunasekar and
Rachel A. Ward and
Qiang Liu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Implicit Regularization and Convergence for Weight Normalization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/1de7d2b90d554be9f0db1c338e80197d-Abstract.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuDRWLGWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09277,
author = {Blake E. Woodworth and
Suriya Gunasekar and
Jason D. Lee and
Edward Moroshko and
Pedro Savarese and
Itay Golan and
Daniel Soudry and
Nathan Srebro},
title = {Kernel and Rich Regimes in Overparametrized Models},
journal = {CoRR},
volume = {abs/2002.09277},
year = {2020},
url = {https://arxiv.org/abs/2002.09277},
eprinttype = {arXiv},
eprint = {2002.09277},
timestamp = {Sun, 07 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01025,
author = {Suriya Gunasekar and
Blake E. Woodworth and
Nathan Srebro},
title = {Mirrorless Mirror Descent: {A} More Natural Discretization of Riemannian
Gradient Flow},
journal = {CoRR},
volume = {abs/2004.01025},
year = {2020},
url = {https://arxiv.org/abs/2004.01025},
eprinttype = {arXiv},
eprint = {2004.01025},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06738,
author = {Edward Moroshko and
Suriya Gunasekar and
Blake E. Woodworth and
Jason D. Lee and
Nathan Srebro and
Daniel Soudry},
title = {Implicit Bias in Deep Linear Classification: Initialization Scale
vs Training Accuracy},
journal = {CoRR},
volume = {abs/2007.06738},
year = {2020},
url = {https://arxiv.org/abs/2007.06738},
eprinttype = {arXiv},
eprint = {2007.06738},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07976,
author = {Yiding Jiang and
Pierre Foret and
Scott Yak and
Daniel M. Roy and
Hossein Mobahi and
Gintare Karolina Dziugaite and
Samy Bengio and
Suriya Gunasekar and
Isabelle Guyon and
Behnam Neyshabur},
title = {NeurIPS 2020 Competition: Predicting Generalization in Deep Learning},
journal = {CoRR},
volume = {abs/2012.07976},
year = {2020},
url = {https://arxiv.org/abs/2012.07976},
eprinttype = {arXiv},
eprint = {2012.07976},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NacsonLGSSS19,
author = {Mor Shpigel Nacson and
Jason D. Lee and
Suriya Gunasekar and
Pedro Henrique Pamplona Savarese and
Nathan Srebro and
Daniel Soudry},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Convergence of Gradient Descent on Separable Data},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {3420--3428},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/nacson19b.html},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NacsonLGSSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NacsonGLSS19,
author = {Mor Shpigel Nacson and
Suriya Gunasekar and
Jason D. Lee and
Nathan Srebro and
Daniel Soudry},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous
Deep Models},
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 = {4683--4692},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/nacson19a.html},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NacsonGLSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07325,
author = {Mor Shpigel Nacson and
Suriya Gunasekar and
Jason D. Lee and
Nathan Srebro and
Daniel Soudry},
title = {Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous
Deep Models},
journal = {CoRR},
volume = {abs/1905.07325},
year = {2019},
url = {http://arxiv.org/abs/1905.07325},
eprinttype = {arXiv},
eprint = {1905.07325},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07956,
author = {Xiaoxia Wu and
Edgar Dobriban and
Tongzheng Ren and
Shanshan Wu and
Zhiyuan Li and
Suriya Gunasekar and
Rachel A. Ward and
Qiang Liu},
title = {Implicit Regularization of Normalization Methods},
journal = {CoRR},
volume = {abs/1911.07956},
year = {2019},
url = {http://arxiv.org/abs/1911.07956},
eprinttype = {arXiv},
eprint = {1911.07956},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SoudryHNGS18,
author = {Daniel Soudry and
Elad Hoffer and
Mor Shpigel Nacson and
Suriya Gunasekar and
Nathan Srebro},
title = {The Implicit Bias of Gradient Descent on Separable Data},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {70:1--70:57},
year = {2018},
url = {http://jmlr.org/papers/v19/18-188.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SoudryHNGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GunasekarLSS18,
author = {Suriya Gunasekar and
Jason D. Lee and
Daniel Soudry and
Nathan Srebro},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Characterizing Implicit Bias in Terms of Optimization Geometry},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1827--1836},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/gunasekar18a.html},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GunasekarLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/GunasekarWBNS18,
author = {Suriya Gunasekar and
Blake E. Woodworth and
Srinadh Bhojanapalli and
Behnam Neyshabur and
Nathan Srebro},
title = {Implicit Regularization in Matrix Factorization},
booktitle = {2018 Information Theory and Applications Workshop, {ITA} 2018, San
Diego, CA, USA, February 11-16, 2018},
pages = {1--10},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ITA.2018.8503198},
doi = {10.1109/ITA.2018.8503198},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/GunasekarWBNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlumGLS18,
author = {Avrim Blum and
Suriya Gunasekar and
Thodoris Lykouris and
Nati Srebro},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {On preserving non-discrimination when combining expert advice},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8386--8397},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/2e855f9489df0712b4bd8ea9e2848c5a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlumGLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GunasekarLSS18,
author = {Suriya Gunasekar and
Jason D. Lee and
Daniel Soudry and
Nati Srebro},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Implicit Bias of Gradient Descent on Linear Convolutional Networks},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9482--9491},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0e98aeeb54acf612b9eb4e48a269814c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GunasekarLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08246,
author = {Suriya Gunasekar and
Jason D. Lee and
Daniel Soudry and
Nathan Srebro},
title = {Characterizing Implicit Bias in Terms of Optimization Geometry},
journal = {CoRR},
volume = {abs/1802.08246},
year = {2018},
url = {http://arxiv.org/abs/1802.08246},
eprinttype = {arXiv},
eprint = {1802.08246},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01905,
author = {Mor Shpigel Nacson and
Jason D. Lee and
Suriya Gunasekar and
Nathan Srebro and
Daniel Soudry},
title = {Convergence of Gradient Descent on Separable Data},
journal = {CoRR},
volume = {abs/1803.01905},
year = {2018},
url = {http://arxiv.org/abs/1803.01905},
eprinttype = {arXiv},
eprint = {1803.01905},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00468,
author = {Suriya Gunasekar and
Jason D. Lee and
Daniel Soudry and
Nathan Srebro},
title = {Implicit Bias of Gradient Descent on Linear Convolutional Networks},
journal = {CoRR},
volume = {abs/1806.00468},
year = {2018},
url = {http://arxiv.org/abs/1806.00468},
eprinttype = {arXiv},
eprint = {1806.00468},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11829,
author = {Avrim Blum and
Suriya Gunasekar and
Thodoris Lykouris and
Nathan Srebro},
title = {On preserving non-discrimination when combining expert advice},
journal = {CoRR},
volume = {abs/1810.11829},
year = {2018},
url = {http://arxiv.org/abs/1810.11829},
eprinttype = {arXiv},
eprint = {1810.11829},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WoodworthGOS17,
author = {Blake E. Woodworth and
Suriya Gunasekar and
Mesrob I. Ohannessian and
Nathan Srebro},
editor = {Satyen Kale and
Ohad Shamir},
title = {Learning Non-Discriminatory Predictors},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1920--1953},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/woodworth17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/WoodworthGOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GunasekarWBNS17,
author = {Suriya Gunasekar and
Blake E. Woodworth and
Srinadh Bhojanapalli and
Behnam Neyshabur and
Nati Srebro},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Implicit Regularization in Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6151--6159},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/58191d2a914c6dae66371c9dcdc91b41-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/GunasekarWBNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WoodworthGOS17,
author = {Blake E. Woodworth and
Suriya Gunasekar and
Mesrob I. Ohannessian and
Nathan Srebro},
title = {Learning Non-Discriminatory Predictors},
journal = {CoRR},
volume = {abs/1702.06081},
year = {2017},
url = {http://arxiv.org/abs/1702.06081},
eprinttype = {arXiv},
eprint = {1702.06081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WoodworthGOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarWBNS17,
author = {Suriya Gunasekar and
Blake E. Woodworth and
Srinadh Bhojanapalli and
Behnam Neyshabur and
Nathan Srebro},
title = {Implicit Regularization in Matrix Factorization},
journal = {CoRR},
volume = {abs/1705.09280},
year = {2017},
url = {http://arxiv.org/abs/1705.09280},
eprinttype = {arXiv},
eprint = {1705.09280},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarWBNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/JoshiGSG16,
author = {Shalmali Joshi and
Suriya Gunasekar and
David A. Sontag and
Joydeep Ghosh},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {17--41},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Joshi16.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/JoshiGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GunasekarKG16,
author = {Suriya Gunasekar and
Oluwasanmi Koyejo and
Joydeep Ghosh},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Preference Completion from Partial Rankings},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1370--1378},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/872488f88d1b2db54d55bc8bba2fad1b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GunasekarKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoshiGSG16,
author = {Shalmali Joshi and
Suriya Gunasekar and
David A. Sontag and
Joydeep Ghosh},
title = {Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization},
journal = {CoRR},
volume = {abs/1608.00704},
year = {2016},
url = {http://arxiv.org/abs/1608.00704},
eprinttype = {arXiv},
eprint = {1608.00704},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JoshiGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarKG16,
author = {Suriya Gunasekar and
Oluwasanmi Koyejo and
Joydeep Ghosh},
title = {Preference Completion from Partial Rankings},
journal = {CoRR},
volume = {abs/1611.04218},
year = {2016},
url = {http://arxiv.org/abs/1611.04218},
eprinttype = {arXiv},
eprint = {1611.04218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GunasekarYYC15,
author = {Suriya Gunasekar and
Makoto Yamada and
Dawei Yin and
Yi Chang},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Consistent Collective Matrix Completion under Joint Low Rank Structure},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/gunasekar15.html},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GunasekarYYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GunasekarBG15,
author = {Suriya Gunasekar and
Arindam Banerjee and
Joydeep Ghosh},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Unified View of Matrix Completion under General Structural Constraints},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1180--1188},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/6cd67d9b6f0150c77bda2eda01ae484c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GunasekarBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarRG15,
author = {Suriya Gunasekar and
Pradeep Ravikumar and
Joydeep Ghosh},
title = {Exponential Family Matrix Completion under Structural Constraints},
journal = {CoRR},
volume = {abs/1509.04397},
year = {2015},
url = {http://arxiv.org/abs/1509.04397},
eprinttype = {arXiv},
eprint = {1509.04397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/GunasekarGB14,
author = {Suriya Gunasekar and
Joydeep Ghosh and
Alan C. Bovik},
title = {Face Detection on Distorted Images Augmented by Perceptual Quality-Aware
Features},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {9},
number = {12},
pages = {2119--2131},
year = {2014},
url = {https://doi.org/10.1109/TIFS.2014.2360579},
doi = {10.1109/TIFS.2014.2360579},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/GunasekarGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/GunasekarGB14,
author = {Suriya Gunasekar and
Joydeep Ghosh and
Alan C. Bovik},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas and
Huib de Ridder},
title = {Face detection on distorted images using perceptual quality-aware
features},
booktitle = {Human Vision and Electronic Imaging XIX, San Francisco, California,
USA, February 3-6, 2014},
series = {{SPIE} Proceedings},
volume = {9014},
pages = {90141E},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2037343},
doi = {10.1117/12.2037343},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/GunasekarGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GunasekarRG14,
author = {Suriya Gunasekar and
Pradeep Ravikumar and
Joydeep Ghosh},
title = {Exponential Family Matrix Completion under Structural Constraints},
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 = {1917--1925},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/gunasekar14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GunasekarRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GunasekarYYC14,
author = {Suriya Gunasekar and
Makoto Yamada and
Dawei Yin and
Yi Chang},
title = {Consistent Collective Matrix Completion under Joint Low Rank Structure},
journal = {CoRR},
volume = {abs/1412.2113},
year = {2014},
url = {http://arxiv.org/abs/1412.2113},
eprinttype = {arXiv},
eprint = {1412.2113},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GunasekarYYC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GunasekarAGG13,
author = {Suriya Gunasekar and
Ayan Acharya and
Neeraj Gaur and
Joydeep Ghosh},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Noisy Matrix Completion Using Alternating Minimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {194--209},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_13},
doi = {10.1007/978-3-642-40991-2\_13},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GunasekarAGG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RaghavanGG12,
author = {Sindhu Raghavan and
Suriya Gunasekar and
Joydeep Ghosh},
editor = {Padraig Cunningham and
Neil J. Hurley and
Ido Guy and
Sarabjot Singh Anand},
title = {Review quality aware collaborative filtering},
booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
pages = {123--130},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2365952.2365978},
doi = {10.1145/2365952.2365978},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/RaghavanGG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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