The Sample Complexity of Online One-Class Collaborative Filtering

Reinhard Heckel, Kannan Ramchandran

Abstract: We consider the online one-class collaborative filtering (CF) problem that consist of recommending items to users over time in an online fashion based on positive ratings only. This problem arises ...