Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random

Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi

Abstract: In recommender systems, usually the ratings of a user to most items are missing and a critical problem is that the missing ratings are often missing not at random (MNAR) in reality. It is widely ac...