Exact-Penalty Prox-Linear Methods for Bilevel Optimization with ${\ell }_1$ Lower-Level Gradient Penalty

Yutong Zheng, Jiani Li, Qingna Li

Bilevel optimization is a fundamental framework for hierarchical decision-making, but its solution is challenging due to the implicit and typically set-valued nature of the lower-l…