Near-Optimal Algorithms for Group Distributionally Robust Optimization and Beyond

Tasuku Soma, Khashayar Gatmiry, Sharut Gupta +1

Distributionally robust optimization (DRO) can improve the robustness and fairness of learning methods. In this paper, we devise stochastic algorithms for a class of DRO problems i…