Sewoong Oh

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Pramod ViswanathForrest G. Hamrick Professor in EngineeringVerified email at princeton.edu
Kiran Koshy ThekumparampilAmazon, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Peter KairouzResearch Scientist, GoogleVerified email at google.com
Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityVerified email at stanford.edu
Sreeram KannanAssociate Professor, University of WashingtonVerified email at uw.edu
Giulia FantiCarnegie Mellon University, ECE DepartmentVerified email at andrew.cmu.edu
Ashish KhetanAmazon AIVerified email at illinois.edu
Devavrat ShahMassachusetts Institute of TechnologyVerified email at mit.edu
Raghunandan KeshavanElectrical Engineering, Stanford UniveristyVerified email at stanford.edu
Prateek JainGoogle Research IndiaVerified email at google.com
Hyeji KimUniversity of Texas at AustinVerified email at austin.utexas.edu
Yihan JiangAira TechnologyVerified email at uw.edu
David KargerProfessor of Computer Science, MITVerified email at mit.edu
Weihao GaoByteDance IncVerified email at illinois.edu
Weihao KongGoogleVerified email at google.com
Praneeth NetrapalliGoogle ResearchVerified email at google.com
Xiyang LiuUniversity of WashingtonVerified email at cs.washington.edu
Ashok Vardhan MakkuvaPostdoctoral researcher, EPFLVerified email at epfl.ch
Zinan LinMicrosoft Research (Redmond), Carnegie Mellon UniversityVerified email at microsoft.com
Himanshu AsnaniAuthor, Translator, ResearcherVerified email at tifr.res.in

Sewoong Oh

Paul G. Allen School of Computer Science and Engineering, University of Washington

Verified email at cs.washington.edu - Homepage

Machine Learning Privacy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Matrix completion from a few entries RH Keshavan, A Montanari, S Oh IEEE transactions on information theory 56 (6), 2980-2998, 2010	1482	2010
Iterative learning for reliable crowdsourcing systems D Karger, S Oh, D Shah Advances in neural information processing systems 24, 2011	1034*	2011
Matrix completion from noisy entries R Keshavan, A Montanari, S Oh Advances in neural information processing systems 22, 2009	859	2009
The composition theorem for differential privacy P Kairouz, S Oh, P Viswanath International conference on machine learning, 1376-1385, 2015	638	2015
Extremal mechanisms for local differential privacy P Kairouz, S Oh, P Viswanath Advances in neural information processing systems 27, 2014	566	2014
Iterative ranking from pair-wise comparisons S Negahban, S Oh, D Shah Advances in neural information processing systems 25, 2012	488	2012
Attention-based graph neural network for semi-supervised learning KK Thekumparampil, C Wang, S Oh, LJ Li arXiv preprint arXiv:1803.03735, 2018	376	2018
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	350	2018
Communication algorithms via deep learning H Kim, Y Jiang, R Rana, S Kannan, S Oh, P Viswanath arXiv preprint arXiv:1805.09317, 2018	231	2018
Provable tensor factorization with missing data P Jain, S Oh Advances in Neural Information Processing Systems 27, 2014	220	2014
Efficient crowdsourcing for multi-class labeling DR Karger, S Oh, D Shah Proceedings of the ACM SIGMETRICS/international conference on Measurement …, 2013	215	2013
Robustness of conditional gans to noisy labels KK Thekumparampil, A Khetan, Z Lin, S Oh Advances in neural information processing systems 31, 2018	204	2018
Efficient algorithms for smooth minimax optimization KK Thekumparampil, P Jain, P Netrapalli, S Oh Advances in Neural Information Processing Systems 32, 2019	189	2019
Estimating mutual information for discrete-continuous mixtures W Gao, S Kannan, S Oh, P Viswanath Advances in neural information processing systems 30, 2017	178	2017
Budget-optimal crowdsourcing using low-rank matrix approximations DR Karger, S Oh, D Shah 2011 49th Annual Allerton Conference on Communication, Control, and …, 2011	173	2011
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	168	2015
Counting with the crowd A Marcus, D Karger, S Madden, R Miller, S Oh Proceedings of the VLDB Endowment 6 (2), 109-120, 2012	148	2012
Demystifying Fixed -Nearest Neighbor Information Estimators W Gao, S Oh, P Viswanath IEEE Transactions on Information Theory 64 (8), 5629-5661, 2018	147	2018
Optimal transport mapping via input convex neural networks A Makkuva, A Taghvaei, S Oh, J Lee International Conference on Machine Learning, 6672-6681, 2020	145	2020
A gradient descent algorithm on the grassman manifold for matrix completion RH Keshavan, S Oh arXiv preprint arXiv:0910.5260, 2009	145	2009

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