PBiLoss: Popularity-Aware Regularization to Improve Fairness in Graph-Based Recommender Systems

Mohammad Naeimi, Mostafa Haghir Chehreghani

Recommender systems based on graph neural networks (GNNs) have been proved to perform well on user-item interactions. However, they commonly suffer from popularity bias -- the tend…