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List of works by Sewoong Oh

Achieving budget-optimality with adaptive schemes in crowdsourcing

scientific article published in January 2016

Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation

scientific article published in January 2016

Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems

scientific article published in 2014

Calibration Using Matrix Completion With Application to Ultrasound Tomography

Collaboratively Learning Preferences from Ordinal Data

Computational and Statistical Tradeoffs in Learning to Rank

scientific article published in January 2016

Deepcode: Feedback Codes via Deep Learning

scholarly article by Hyeji Kim et al published 2018 in Advances in Neural Information Processing Systems 31

Discovering Potential Correlations via Hypercontractivity

scientific article published in January 2017

Efficient Algorithms for Smooth Minimax Optimization

scholarly article by Kiran K. Thekumparampil et al published 2019 in Advances in Neural Information Processing Systems 32

Estimating Mutual Information for Discrete-Continuous Mixtures

scientific article published in January 2017

Extremal Mechanisms for Local Differential Privacy

scientific article published in January 2014

Iterative Learning for Reliable Crowdsourcing Systems

scientific article published in January 2011

Iterative ranking from pair-wise comparisons

scientific article published in January 2012

Learning Mixed Multinomial Logit Model from Ordinal Data

scientific article published in January 2014

Matrix Completion From a Few Entries

Matrix Completion from Noisy Entries

scientific article published in January 2009

Matrix Norm Estimation from a Few Entries

scientific article published in January 2017

Metadata-conscious anonymous messaging

scientific article published in 2016

Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases

Minimax-optimal Inference from Partial Rankings

scientific article published in January 2014

Optimal Inference in Crowdsourced Classification via Belief Propagation

scientific article published in 2018

Optimal Sample Complexity of M-wise Data for Top-K Ranking

scientific article published in January 2017

PacGAN: The power of two samples in generative adversarial networks

Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method

scientific article published in November 2020

Provable Tensor Factorization with Missing Data

scientific article published in January 2014

Robust Meta-learning for Mixed Linear Regression with Small Batches

scientific article published in November 2020

Robustness of conditional GANs to noisy labels

Secure Multi-party Differential Privacy

article by Peter Kairouz et al published 2015 in Advances in Neural Information Processing Systems 28

Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels

scholarly article by Yihan Jiang et al published 2019 in Advances in Neural Information Processing Systems 32