Collaborative Filtering with Low Regret.

Guy Bresler Devavrat Shah Luis Filipe Voloch

Published in: CoRR (2015)

Keyphrases

collaborative filtering
recommender systems
matrix factorization
online learning
user preferences
data sparsity
lower bound
high levels
machine learning
bayesian networks
user interests
recommendation algorithms
cold start problem
confidence bounds
deal with information overload