Tight Bounds for a Class of Data-Driven Distributionally Robust Risk Measures

Derek Singh, Shuzhong Zhang

This paper expands the notion of robust moment problems to incorporate distributional ambiguity using Wasserstein distance as the ambiguity measure. The classical Chebyshev-Cantell…