Reducing Popularity Bias in Recommender Systems through AUC-Optimal Negative Sampling

Bin Liu, Erjia Chen, Bang Wang

Popularity bias is a persistent issue associated with recommendation systems, posing challenges to both fairness and efficiency. Existing literature widely acknowledges that reduci…