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MAML and ANIL Provably Learn Representations
Liam Collins
,
Aryan Mokhtari
,
Sewoong Oh
,
Sanjay Shakkottai
2022 (modified: 24 Apr 2023)
ICML 2022
Readers:
Everyone
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...
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