Optimistic Robust Optimization With Applications To Machine Learning

Matthew Norton, Akiko Takeda, Alexander Mafusalov

Robust Optimization has traditionally taken a pessimistic, or worst-case viewpoint of uncertainty which is motivated by a desire to find sets of optimal policies that maintain feas…