Learning Mixtures of Random Utility Models with Features from Incomplete Preferences

Zhibing Zhao, Ao Liu, Lirong Xia

Random Utility Models (RUMs), which subsume Plackett-Luce model (PL) as a special case, are among the most popular models for preference learning. In this paper, we consider RUMs w…