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SUMMARY:Learning to Learn - Siddharth Swaroop\; Will Tebbutt
DTSTART:20171123T133000Z
DTEND:20171123T150000Z
UID:TALK94222@talks.cam.ac.uk
CONTACT:Alessandro Davide Ialongo
DESCRIPTION:*Abstract*\n\nLearning to Learn methods\, or Meta-Learning\, i
 nvolve replacing hand-crafted aspects of conventional learning algorithms 
 with more flexible features that can be learnt from data. We introduce and
  review recent work on learning to learn in the contexts of optimisation a
 nd few-shot learning.\n\n*Recommended Reading*\n\nThere is no particular r
 ecommended reading\, but the following papers will be discussed among othe
 rs:\n* “Learning to learn without gradient descent by gradient descent
 ”\, Chen et al.\, ICML 2017\n* “Matching Networks for One Shot Learnin
 g”\, Vinyals et al.\, NIPS 2016
LOCATION:Engineering Department\, CBL Seminar Room 4-38
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