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sewoong oh
sewoong oh
Professor, University of Washington
E-mail confirmado em cs.washington.edu - Página inicial
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Matrix completion from a few entries
RH Keshavan, A Montanari, S Oh
Information Theory, IEEE Transactions on 56 (6), 2980-2998, 2010
15632010
Matrix completion from noisy entries
RH Keshavan, A Montanari, S Oh
The Journal of Machine Learning Research 99, 2057-2078, 2010
8792010
The composition theorem for differential privacy
P Kairouz, S Oh, P Viswanath
International conference on machine learning, 1376-1385, 2015
8102015
Iterative learning for reliable crowdsourcing systems
D Karger, S Oh, D Shah
Advances in neural information processing systems 24, 2011
7432011
Extremal mechanisms for local differential privacy
P Kairouz, S Oh, P Viswanath
Advances in neural information processing systems 27, 2014
6762014
Iterative ranking from pair-wise comparisons
S Negahban, S Oh, D Shah
Advances in neural information processing systems, 2474-2482, 2012
5452012
Budget-optimal task allocation for reliable crowdsourcing systems
DR Karger, S Oh, D Shah
Operations Research 62 (1), 1-24, 2014
4542014
Attention-based graph neural network for semi-supervised learning
KK Thekumparampil, C Wang, S Oh, LJ Li
arXiv preprint arXiv:1803.03735, 2018
4492018
Pacgan: The power of two samples in generative adversarial networks
Z Lin, A Khetan, G Fanti, S Oh
Advances in neural information processing systems 31, 2018
4252018
Datacomp: In search of the next generation of multimodal datasets
SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ...
Advances in Neural Information Processing Systems 36, 2024
2992024
Robustness of conditional gans to noisy labels
KK Thekumparampil, A Khetan, Z Lin, S Oh
Advances in neural information processing systems 31, 2018
2892018
Communication algorithms via deep learning
H Kim, Y Jiang, R Rana, S Kannan, S Oh, P Viswanath
arXiv preprint arXiv:1805.09317, 2018
2742018
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems 27, 2014
2422014
Efficient crowdsourcing for multi-class labeling
DR Karger, S Oh, D Shah
Proceedings of the ACM SIGMETRICS/international conference on Measurement …, 2013
2272013
Efficient algorithms for smooth minimax optimization
KK Thekumparampil, P Jain, P Netrapalli, S Oh
Advances in Neural Information Processing Systems 32, 2019
2212019
Optimal transport mapping via input convex neural networks
A Makkuva, A Taghvaei, S Oh, J Lee
International Conference on Machine Learning, 6672-6681, 2020
2162020
Estimating mutual information for discrete-continuous mixtures
W Gao, S Kannan, S Oh, P Viswanath
Advances in neural information processing systems 30, 2017
2062017
The staircase mechanism in differential privacy
Q Geng, P Kairouz, S Oh, P Viswanath
IEEE Journal of Selected Topics in Signal Processing 9 (7), 1176-1184, 2015
1902015
Budget-optimal crowdsourcing using low-rank matrix approximations
DR Karger, S Oh, D Shah
2011 49th Annual Allerton Conference on Communication, Control, and …, 2011
1842011
Spectre: Defending against backdoor attacks using robust statistics
J Hayase, W Kong, R Somani, S Oh
International Conference on Machine Learning, 4129-4139, 2021
1752021
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