Post-hoc Popularity Bias Correction in GNN-based Collaborative Filtering

Md Aminul Islam, Elena Zheleva, Ren Wang

User historical interaction data is the primary signal for learning user preferences in collaborative filtering (CF). However, the training data often exhibits a long-tailed distri…