March 2018

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Edition · March 2018

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KeyRank 45

Reptile: A scalable meta-learning algorithm

Reptile demonstrates a more computationally efficient approach to meta-learning that could lower the barrier for training models that adapt quickly to new tasks—relevant for anyone building few-shot or transfer learning systems.

Why it ranks · · Algorithm: Reptile (meta-learning via task sampling + SGD) · March 2018

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