Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering.
Guy BreslerMina KarzandPublished in: CoRR (2017)
Keyphrases
- user preferences
- collaborative filtering
- item recommendation
- user ratings
- recommender systems
- matrix factorization
- user profiles
- user interests
- personalized recommendation
- cold start problem
- reinforcement learning
- recommendation systems
- making recommendations
- web page recommendation
- information theoretic
- recommendation algorithms