MetaFun: meta-learning with iterative functional updates

MetaFun: meta-learning with iterative functional updates

We develop a functional encoder-decoder approach to supervised meta-learning, where labeled data is encoded into an infinite-dimensional functional representation rather than a finite-dimensional one. Furthermore, rather than directly producing the representation, we learn a neural update rule resem...

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Príomhchruthaitheoirí:	Xu, J, Ton, J-F, Kim, H, Kosiorek, AR, Teh, YW
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	MLResearch Press 2020

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