Understanding Deep Generative Models with Generalized Empirical
LikelihoodsComputer Vision and Pattern Recognition (CVPR), 2023 |
A Finite Sample Complexity Bound for Distributionally Robust Q-learningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Minimax Optimal Estimation of Stability Under Distribution ShiftOperational Research (OR), 2022 |
Distributionally Robust Batch Contextual BanditsManagement Sciences (MS), 2020 |
Distributionally Robust Optimization: A ReviewOpen Journal of Mathematical Optimization (OJMO), 2019 |
Statistics of Robust Optimization: A Generalized Empirical Likelihood
ApproachMathematics of Operations Research (MOR), 2016 |