Label Ranking through Nonparametric Regression

Dimitris Fotakis, Alkis Kalavasis, Eleni Psaroudaki

Abstract: Label Ranking (LR) corresponds to the problem of learning a hypothesis that maps features to rankings over a finite set of labels. We adopt a nonparametric regression approach to LR and obtain theo...