Towards Reliable Negative Sampling for Recommendation with Implicit Feedback via In-Community Popularity

Chen Chen, Haobo Lin, Yuanbo Xu

Learning from implicit feedback is a fundamental problem in modern recommender systems, where only positive interactions are observed and explicit negative signals are unavailable.…