Search Results for author: M Marsili

Found 1 papers, 0 papers with code

Maximal Relevance and Optimal Learning Machines

no code implementations27 Sep 2019 O Duranthon, M Marsili, R. Xie

We show that the mutual information between the representation of a learning machine and the hidden features that it extracts from data is bounded from below by the relevance, which is the entropy of the model's energy distribution.

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