Learning Mixtures of Plackett-Luce Models

Zhibing Zhao, Peter Piech, Lirong Xia

Abstract: In this paper we address the identifiability and efficient learning problems of finite mixtures of Plackett-Luce models for rank data. We prove that for any k≥2, the mixture of k Plackett-Luce mode...