From Insight to Intervention: Interpretable Neuron Steering for Controlling Popularity Bias in Recommender Systems

Parviz Ahmadov, Masoud Mansoury

Popularity bias is a pervasive challenge in recommender systems, where a few popular items dominate attention while the majority of less popular items remain underexposed. This imb…