Continuous-Time Analysis for Minimax and Bilevel Problems

Hyunwoo Lee, Jeongyeol Kwon, Dohyun Kwon

We study single-loop gradient-flow dynamics for nested optimization, where the outer variable evolves while auxiliary variables track the inner solution map. While existing analyse…