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cs.LG2018
Feature Selection for Unsupervised Domain Adaptation using Optimal Transport
Léo Gautheron, Ievgen Redko, Carole Lartizien
In this paper, we propose a new feature selection method for unsupervised domain adaptation based on the emerging optimal transportation theory. We build upon a recent theoretical…
cs.LG2011
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 (…