A data-driven approach to beating SAA out-of-sample

Jun-ya Gotoh, Michael Jong Kim, Andrew E. B. Lim

While solutions of Distributionally Robust Optimization (DRO) problems can sometimes have a higher out-of-sample expected reward than the Sample Average Approximation (SAA), there…