On the Theory of Transfer Learning: The Importance of Task Diversity

20 June 2020

Papers citing "On the Theory of Transfer Learning: The Importance of Task Diversity"

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Title
A No-Free-Lunch Theorem for MultiTask Learning Steve Hanneke Samory Kpotufe 18 39 0 29 Jun 2020
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 186 640 0 19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 362 11,700 0 09 Mar 2017
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 133 378 0 11 Jul 2010