Regret vs. Bandwidth Trade-off for Recommendation Systems.
Linqi SongChristina FragouliDevavrat ShahPublished in: CoRR (2018)
Keyphrases
- recommendation systems
- trade off
- collaborative filtering
- user preferences
- online learning
- recommender systems
- user modeling
- expert advice
- lower bound
- loss function
- social recommendation
- recommendation quality
- collaborative filtering recommendation algorithm
- confidence bounds
- user feedback
- web search
- worst case
- online stores
- search engine
- web search engines
- personalized recommendation
- social media
- multimedia
- information retrieval systems
- bandit problems
- support vector