Achieving Robust Data-driven Contextual Decision Making in a Data Augmentation Way

Zhaoen Li, Maoqi Liu, Zhi-Hai Zhang

This paper focuses on the contextual optimization problem where a decision is subject to some uncertain parameters and covariates that have some predictive power on those parameter…