Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering

Jingtao Ding, Yuhan Quan, Quanming Yao +2

Negative sampling approaches are prevalent in implicit collaborative filtering for obtaining negative labels from massive unlabeled data. As two major concerns in negative sampling…