Sewoong Oh

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Pramod ViswanathForrest G. Hamrick Professor in EngineeringVerified email at princeton.edu
Peter KairouzResearch Scientist, GoogleVerified email at google.com
Kiran Koshy ThekumparampilAmazon, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Andrea MontanariProfessor of Statistics and Mathematics, Stanford UniversityVerified email at stanford.edu
Sreeram KannanFounder, EigenLayer; Affiliate Associate 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
Prateek JainGoogle Research IndiaVerified email at google.com
Raghunandan KeshavanElectrical Engineering, Stanford UniveristyVerified email at stanford.edu
Hyeji KimUniversity of Texas at AustinVerified email at austin.utexas.edu
Devavrat ShahMassachusetts Institute of TechnologyVerified email at mit.edu
Weihao KongGoogleVerified email at google.com
Yihan JiangSentient FoundationVerified email at uw.edu
Xiyang LiuUniversity of WashingtonVerified email at cs.washington.edu
David KargerProfessor of Computer Science, MITVerified email at mit.edu
Weihao GaoMoonshot AIVerified email at illinois.edu
Jonathan HayaseUniversity of WashingtonVerified email at cs.washington.edu
Ashok Vardhan MakkuvaPostdoctoral researcher, EPFLVerified email at epfl.ch
Praneeth NetrapalliGoogle ResearchVerified email at google.com
Zinan LinMicrosoft Research (Redmond), Carnegie Mellon UniversityVerified email at microsoft.com

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	1566	2010
Iterative learning for reliable crowdsourcing systems D Karger, S Oh, D Shah Advances in neural information processing systems 24, 2011	1089*	2011
Matrix completion from noisy entries R Keshavan, A Montanari, S Oh Advances in neural information processing systems 22, 2009	879	2009
The composition theorem for differential privacy P Kairouz, S Oh, P Viswanath International conference on machine learning, 1376-1385, 2015	814	2015
Extremal mechanisms for local differential privacy P Kairouz, S Oh, P Viswanath Advances in neural information processing systems 27, 2014	680	2014
Iterative ranking from pair-wise comparisons S Negahban, S Oh, D Shah Advances in neural information processing systems 25, 2012	547	2012
Attention-based graph neural network for semi-supervised learning KK Thekumparampil, C Wang, S Oh, LJ Li arXiv preprint arXiv:1803.03735, 2018	450	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	427	2018
DataComp: In search of the next generation of multimodal datasets SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ... NeurIPS 2023, Datasets and Benchmarks Track, 2023	305	2023
Robustness of conditional gans to noisy labels KK Thekumparampil, A Khetan, Z Lin, S Oh Advances in neural information processing systems 31, 2018	289	2018
Communication algorithms via deep learning H Kim, Y Jiang, R Rana, S Kannan, S Oh, P Viswanath arXiv preprint arXiv:1805.09317, 2018	274	2018
Provable tensor factorization with missing data P Jain, S Oh Advances in Neural Information Processing Systems 27, 2014	245	2014
Efficient crowdsourcing for multi-class labeling DR Karger, S Oh, D Shah Proceedings of the ACM SIGMETRICS/international conference on Measurement …, 2013	227	2013
Efficient algorithms for smooth minimax optimization KK Thekumparampil, P Jain, P Netrapalli, S Oh Advances in Neural Information Processing Systems 32, 2019	223	2019
Optimal transport mapping via input convex neural networks A Makkuva, A Taghvaei, S Oh, J Lee International Conference on Machine Learning, 6672-6681, 2020	216	2020
Estimating mutual information for discrete-continuous mixtures W Gao, S Kannan, S Oh, P Viswanath Advances in neural information processing systems 30, 2017	207	2017
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	191	2015
SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics J Hayase, W Kong, R Somani, S Oh International Conference on Machine Learning, 2021, 2021	188*	2021
Budget-optimal crowdsourcing using low-rank matrix approximations DR Karger, S Oh, D Shah 2011 49th Annual Allerton Conference on Communication, Control, and …, 2011	184	2011
Deepcode: Feedback codes via deep learning H Kim, Y Jiang, S Kannan, S Oh, P Viswanath IEEE Journal on Selected Areas in Information Theory 1 (1), 194-206, 2020	176	2020

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