One-class Recommendation Systems with the Hinge Pairwise Distance Loss and Orthogonal Representations

Ramin Raziperchikolaei, Young-joo Chung

In one-class recommendation systems, the goal is to learn a model from a small set of interacted users and items and then identify the positively-related user-item pairs among a la…