Linear bandits in high dimension and recommendation systems.
Yash DeshpandeAndrea MontanariPublished in: Allerton Conference (2012)
Keyphrases
- recommendation systems
- high dimension
- collaborative filtering
- real valued
- input space
- high dimensional
- user preferences
- feature space
- recommender systems
- collaborative filtering recommendation algorithm
- feature selection
- small sample
- social recommendation
- web search
- user feedback
- recommendation algorithms
- regret bounds
- high dimensional data
- support vector machine
- learning algorithm
- kernel function
- data sets
- input data
- training data
- machine learning