Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions

Patrick Kuiper, Ali Hasan, Wenhao Yang +4

The goal of this paper is to develop distributionally robust optimization (DRO) estimators, specifically for multidimensional Extreme Value Theory (EVT) statistics. EVT supports us…