MAML and ANIL Provably Learn Representations

Liam Collins, Aryan Mokhtari, Sewoong Oh, Sanjay Shakkottai. MAML and ANIL Provably Learn Representations. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 4238-4310, PMLR, 2022. [doi]

Abstract

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