A Distributionally Robust Estimator that Dominates the Empirical Average

Nikolas Koumpis, Dionysis Kalogerias

We leverage the duality between risk-averse and distributionally robust optimization (DRO) to devise a distributionally robust estimator that strictly outperforms the empirical ave…