Stochastic First-Order Algorithms for Constrained Distributionally Robust Optimization

Hyungki Im, Paul Grigas

We consider distributionally robust optimization (DRO) problems, reformulated as distributionally robust feasibility (DRF) problems, with multiple expectation constraints. We propo…