Robust Optimization using Machine Learning for Uncertainty Sets

Theja Tulabandhula, Cynthia Rudin

Our goal is to build robust optimization problems for making decisions based on complex data from the past. In robust optimization (RO) generally, the goal is to create a policy fo…