Deconfounded Causal Collaborative Filtering.
Shuyuan XuJuntao TanShelby HeineckeJia LiYongfeng ZhangPublished in: CoRR (2021)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- causal relationships
- causal reasoning
- user preferences
- bayesian networks
- causal models
- recommendation systems
- information filtering
- probabilistic matrix factorization
- transfer learning
- causal relations
- causal networks
- recommendation quality
- deal with information overload
- maximum margin matrix factorization
- netflix prize
- making recommendations
- causal discovery
- website
- user ratings
- causal inference
- causal independence
- neighbor selection
- web page recommendation
- personalized recommendation
- information overload