MAML and ANIL Provably Learn Representations

Liam Collins, Aryan Mokhtari, Sewoong Oh, Sanjay Shakkottai

Abstract: Recent empirical evidence has driven conventional wisdom to believe that gradient-based meta-learning (GBML) methods perform well at few-shot learning because they learn an expressive data represen...