Towards Representation Alignment and Uniformity in Collaborative Filtering

Chenyang Wang, Yuanqing Yu, Weizhi Ma +4

Collaborative filtering (CF) plays a critical role in the development of recommender systems. Most CF methods utilize an encoder to embed users and items into the same representati…