101 citations · 101 across the 3 of their papers we have counts for
3 papers
Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM
Léa Laporte, Rémi Flamary, Stephane Canu +2
Feature selection in learning to rank has recently emerged as a crucial issue. Whereas several preprocessing approaches have been proposed, only a few works have been focused on in…
Multiple functional regression with both discrete and continuous covariates
Hachem Kadri, Philippe Preux, Emmanuel Duflos +1
In this paper we present a nonparametric method for extending functional regression methodology to the situation where more than one functional covariate is used to predict a funct…
Handling uncertainties in SVM classification
Emilie Niaf, Rémi Flamary, Carole Lartizien +1
This paper addresses the pattern classification problem arising when available target data include some uncertainty information. Target data considered here is either qualitative (…