Information-theoretic analysis of stability and bias of learning algorithms

Maxim Raginsky, Alexander Rakhlin, Matthew Tsao, Yihong Wu, Aolin Xu. Information-theoretic analysis of stability and bias of learning algorithms. In 2016 IEEE Information Theory Workshop, ITW 2016, Cambridge, United Kingdom, September 11-14, 2016. pages 26-30, IEEE, 2016. [doi]

Abstract

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