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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Xu, J, Ton, J-F, Kim, H, Kosiorek, AR, Teh, YW
स्वरूप: Journal article
भाषा:English
प्रकाशित: MLResearch Press 2020