Meta-Learning with Adjoint Methods

Shibo Li, Zheng Wang, Akil Narayan, Robert M. Kirby, Shandian Zhe

Abstract: Model Agnostic Meta-Learning (MAML) is widely used to find a good initialization for a family of tasks. Despite its success, a critical challenge in MAML is to calculate the gradient w.r.t. the ini...