11 citations · 22 across the 10 of their papers we have counts for
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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★ 4 cited
On the exact minimization of saturated loss functions for robust regression and subspace estimation
Fabien Lauer
This paper deals with robust regression and subspace estimation and more precisely with the problem of minimizing a saturated loss function. In particular, we focus on computationa…