Search Results for author: Yann Guermeur

Found 3 papers, 0 papers with code

Rademacher Complexity and Generalization Performance of Multi-category Margin Classifiers

no code implementations3 Dec 2018 Khadija Musayeva, Fabien Lauer, Yann Guermeur

This capacity measure is then linked to the metric entropy through the chaining method.

Combinatorial and Structural Results for gamma-Psi-dimensions

no code implementations19 Sep 2018 Yann Guermeur

This article deals with the generalization performance of margin multi-category classifiers, when minimal learnability hypotheses are made.

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