From Distributional Robustness to Robust Statistics: A Confidence Sets Perspective

Gabriel Chan, Bart Van Parys, Amine Bennouna

We establish a connection between distributionally robust optimization (DRO) and classical robust statistics. We demonstrate that this connection arises naturally in the context of…