Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering.
An ZhangWenchang MaXiang WangTat-Seng ChuaPublished in: NeurIPS (2022)
Keyphrases
- collaborative filtering
- recommender systems
- user preferences
- matrix factorization
- recommendation systems
- deal with information overload
- web page recommendation
- generalization error
- pearson correlation coefficient
- latent factor models
- recommendation algorithms
- recommendation quality
- collaborative filtering algorithms
- cold start problem
- cold start
- user ratings
- personalized recommendation
- decision trees
- information filtering
- user profiles
- trade off