Xing Huang

Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level

Bilevel optimization is widely applied in many machine learning tasks such as hyper-parameter learning and meta learning. Recently, many algorithms have been proposed to solve these bilevel optimization problems, which rely on the smoothness condition of objective functions of the bilevel optimizat…