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20072022
most citedL p -norm Sauer-Shelah Lemma for Margin Multi-category Classifiers

2 citations · 2 across the 6 of their papers we have counts for

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Showing 2018Show all

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math.ST2018

Rademacher Complexity and Generalization Performance of Multi-category Margin Classifiers

Khadija Musayeva, Fabien Lauer, Yann Guermeur

One of the main open problems in the theory of multi-category margin classification is the form of the optimal dependency of a guaranteed risk on the number C of categories, the sa…

cs.LG2018

Combinatorial and Structural Results for gamma-Psi-dimensions

Yann Guermeur

This article deals with the generalization performance of margin multi-category classifiers, when minimal learnability hypotheses are made. In that context, the derivation of a gua…