Sanjeev Arora

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Rong GeDuke UniversityVerifisert e-postadresse på cs.duke.edu
Tengyu MAStanford UniversityVerifisert e-postadresse på stanford.edu
Zhiyuan LiAssistant Professor, Toyota Technological Institute at ChicagoVerifisert e-postadresse på ttic.edu
Elad HazanProfessor at Princeton University and Director Google AI PrincetonVerifisert e-postadresse på princeton.edu
Boaz BarakHarvard UniversityVerifisert e-postadresse på boazbarak.org
Yingyu LiangUW-MadisonVerifisert e-postadresse på cs.wisc.edu
Yi ZhangSenior Researcher at Microsoft Research RedmondVerifisert e-postadresse på microsoft.com
Nikunj SaunshiResearch Scientist, GoogleVerifisert e-postadresse på google.com
Ankur MoitraNorbert Wiener Professor of Mathematics, MITVerifisert e-postadresse på mit.edu
Wei HuAssistant Professor of Computer Science and Engineering, University of MichiganVerifisert e-postadresse på umich.edu
Satyen KaleResearch Scientist, AppleVerifisert e-postadresse på satyenkale.com
Andrej RisteskiCarnegie Mellon UniversityVerifisert e-postadresse på andrew.cmu.edu
Madhu SudanGordon McKay Professor of Computer Science, Harvard UniversityVerifisert e-postadresse på cs.harvard.edu
Simon Shaolei DuAssistant Professor, School of Computer Science and Engineering, University of WashingtonVerifisert e-postadresse på cs.washington.edu
Mikhail KhodakCMUVerifisert e-postadresse på cs.princeton.edu
Ruosong WangAssistant Professor, Peking UniversityVerifisert e-postadresse på pku.edu.cn
Satish B RaoVerifisert e-postadresse på berkeley.edu
Dingli YuMicrosoft ResearchVerifisert e-postadresse på microsoft.com
Nadav CohenAsst. Professor of Computer Science, Tel Aviv University | CTO, President & Co-Founder, ImubitVerifisert e-postadresse på tauex.tau.ac.il
Mario SzegedyProfessor of Computer Science, Rutgers UniversityVerifisert e-postadresse på cs.rutgers.edu

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Sanjeev Arora

Professor of Computer Science, Princeton University

Verifisert e-postadresse på cs.princeton.edu - Startside

theoretical machine learning theoretical computer science


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Computational complexity: a modern approach S Arora, B Barak Cambridge University Press, 2009	5137	2009
Proof verification and the hardness of approximation problems S Arora, C Lund, R Motwani, M Sudan, M Szegedy Journal of the ACM (JACM) 45 (3), 501-555, 1998	3176	1998
Probabilistic checking of proofs: A new characterization of NP S Arora, S Safra Journal of the ACM (JACM) 45 (1), 70-122, 1998	1889	1998
A simple but tough-to-beat baseline for sentence embeddings S Arora, Y Liang, T Ma International conference on learning representations, 2017	1731	2017
Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems S Arora Journal of the ACM (JACM) 45 (5), 753-782, 1998	1476	1998
The multiplicative weights update method: a meta-algorithm and applications S Arora, E Hazan, S Kale Theory of computing 8 (1), 121-164, 2012	1279	2012
Fine-grained analysis of optimization and generalization for overparameterized two-layer neural networks S Arora, S Du, W Hu, Z Li, R Wang International Conference on Machine Learning, 322-332, 2019	1090	2019
Expander flows, geometric embeddings and graph partitioning S Arora, S Rao, U Vazirani Journal of the ACM (JACM) 56 (2), 1-37, 2009	1046	2009
On exact computation with an infinitely wide neural net S Arora, SS Du, W Hu, Z Li, R Salakhutdinov, R Wang Neurips 2019 arXiv preprint arXiv:1904.11955, 2019	1027	2019
Generalization and equilibrium in generative adversarial nets (gans) S Arora, R Ge, Y Liang, T Ma, Y Zhang International conference on machine learning, 224-232, 2017	830	2017
Stronger generalization bounds for deep nets via a compression approach S Arora, R Ge, B Neyshabur, Y Zhang International conference on machine learning, 254-263, 2018	711	2018
The hardness of approximate optima in lattices, codes, and systems of linear equations S Arora, L Babai, J Stern, Z Sweedyk Journal of Computer and System Sciences 54 (2), 317-331, 1997	628	1997
A latent variable model approach to pmi-based word embeddings S Arora, Y Li, Y Liang, T Ma, A Risteski Transactions of the Association for Computational Linguistics 4, 385-399, 2016	615	2016
Polynomial time approximation schemes for Euclidean TSP and other geometric problems S Arora Proceedings of 37th Conference on Foundations of Computer Science, 2-11, 1996	611	1996
Polynomial time approximation schemes for dense instances of NP-hard problems S Arora, D Karger, M Karpinski Proceedings of the twenty-seventh annual ACM symposium on Theory of …, 1995	587	1995
Implicit regularization in deep matrix factorization S Arora, N Cohen, W Hu, Y Luo Advances in Neural Information Processing Systems 32, 2019	586	2019
A practical algorithm for topic modeling with provable guarantees S Arora, R Ge, Y Halpern, D Mimno, A Moitra, D Sontag, Y Wu, M Zhu International conference on machine learning, 280-288, 2013	566	2013
On the optimization of deep networks: Implicit acceleration by overparameterization S Arora, N Cohen, E Hazan International conference on machine learning, 244-253, 2018	564	2018
Learning topic models--going beyond SVD S Arora, R Ge, A Moitra 2012 IEEE 53rd annual symposium on foundations of computer science, 1-10, 2012	560	2012
Approximation schemes for Euclidean k-medians and related problems S Arora, P Raghavan, S Rao Proceedings of the thirtieth annual ACM symposium on Theory of computing …, 1998	543	1998

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