Kaiyi Ji

Provably Faster Algorithms for Bilevel Optimization

2021 · arXiv (Cornell University)

Bilevel optimization has been widely applied in many important machine learning applications such as hyperparameter optimization and meta-learning. Recently, several momentum-based algorithms have been proposed to solve bilevel optimization problems faster. However, those momentum-based algorithms …