Correcting Popularity Bias in Recommender Systems via Item Loss Equalization

Juno Prent, Masoud Mansoury

Recommender Systems (RS) often suffer from popularity bias, where a small set of popular items dominate the recommendation results due to their high interaction rates, leaving many…