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Sanjeev Arora
Sanjeev Arora
Professor of Computer Science, Princeton University
在 cs.princeton.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Computational complexity: a modern approach
S Arora, B Barak
Cambridge University Press, 2009
47572009
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
30861998
Probabilistic checking of proofs: A new characterization of NP
S Arora, S Safra
Journal of the ACM (JACM) 45 (1), 70-122, 1998
18301998
A simple but tough-to-beat baseline for sentence embeddings
S Arora, Y Liang, T Ma
International conference on learning representations, 2017
15952017
Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems
S Arora
Journal of the ACM (JACM) 45 (5), 753-782, 1998
14261998
The multiplicative weights update method: a meta-algorithm and applications
S Arora, E Hazan, S Kale
Theory of computing 8 (1), 121-164, 2012
11902012
Expander flows, geometric embeddings and graph partitioning
S Arora, S Rao, U Vazirani
Journal of the ACM (JACM) 56 (2), 1-37, 2009
10142009
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
9522019
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
8892019
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
7742017
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
6592018
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
6131997
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
5971996
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
5892016
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
5751995
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
5482013
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
5342012
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
5321998
On the optimization of deep networks: Implicit acceleration by overparameterization
S Arora, N Cohen, E Hazan
International conference on machine learning, 244-253, 2018
4992018
Computing a nonnegative matrix factorization--provably
S Arora, R Ge, R Kannan, A Moitra
Proceedings of the forty-fourth annual ACM symposium on Theory of computing …, 2012
4972012
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