A Distributional Interpretation of Robust Optimization

Huan Xu, Constantine Caramanis, Shie Mannor

Abstract: Motivated by data-driven decision making and sampling problems, we investigate probabilistic interpretations of robust optimization (RO). We establish a connection between RO and distributionally r...