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Sanjeev Arora
Sanjeev Arora
Professor of Computer Science, Princeton University
Bestätigte E-Mail-Adresse bei princeton.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Computational complexity: a modern approach
S Arora, B Barak
Cambridge University Press, 2009
52722009
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
32221998
Probabilistic checking of proofs: A new characterization of NP
S Arora, S Safra
Journal of the ACM (JACM) 45 (1), 70-122, 1998
19201998
A simple but tough-to-beat baseline for sentence embeddings
S Arora, Y Liang, T Ma
International conference on learning representations, 2017
17852017
Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems
S Arora
Journal of the ACM (JACM) 45 (5), 753-782, 1998
15011998
The multiplicative weights update method: a meta-algorithm and applications
S Arora, E Hazan, S Kale
Theory of computing 8 (1), 121-164, 2012
13282012
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
11602019
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
10832019
Expander flows, geometric embeddings and graph partitioning
S Arora, S Rao, U Vazirani
Journal of the ACM (JACM) 56 (2), 1-37, 2009
10552009
A theoretical analysis of contrastive unsupervised representation learning
N Saunshi, O Plevrakis, S Arora, M Khodak, H Khandeparkar
International Conference on Machine Learning, 5628-5637, 2019
9082019
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
8542017
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
7282018
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
6332016
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
6331997
Implicit regularization in deep matrix factorization
S Arora, N Cohen, W Hu, Y Luo
Advances in neural information processing systems 32, 2019
6282019
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
6201996
On the optimization of deep networks: Implicit acceleration by overparameterization
S Arora, N Cohen, E Hazan
International conference on machine learning, 244-253, 2018
6022018
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
5881995
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
5642013
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
5632012
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