Penalty Method for Inversion-Free Deep Bilevel Optimization

Akshay Mehra, Jihun Hamm

Abstract: Solving a bilevel optimization problem is at the core of several machine learning problems such as hyperparameter tuning, data denoising, meta- and few-shot learning, and trainingdata poisoning. Di...