Data-driven Optimal Cost Selection for Distributionally Robust Optimization

Jose Blanchet, Yang Kang, Fan Zhang +1

Recently, (Blanchet, Kang, and Murhy 2016, and Blanchet, and Kang 2017) showed that several machine learning algorithms, such as square-root Lasso, Support Vector Machines, and reg…