Residuals-based distributionally robust optimization with covariate information

Rohit Kannan, Güzin Bayraksan, James R. Luedtke

We consider data-driven approaches that integrate a machine learning prediction model within distributionally robust optimization (DRO) given limited joint observations of uncertai…