Online collaborative filtering with nearly optimal dynamic regret.

Baruch Awerbuch Thomas P. Hayes

Published in: SPAA (2007)

Keyphrases

collaborative filtering
online learning
worst case
recommender systems
dynamic environments
lower bound
online algorithms
real time
dynamic programming
user preferences
game theory
matrix factorization
optimal control
regret bounds
multi armed bandit
confidence bounds