Fernando Real-Rojas

A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints

Interest in bilevel optimization has grown in recent years, partially due to its relevance for challenging machine-learning problems. Several exciting recent works have been centered around developing efficient gradient-based algorithms that can solve bilevel optimization problems with provable guar…