online clustering of bandits

Abstract We introduce a novel algorithmic approach to content recommendation based on adaptive clustering of exploration-exploitation("bandit") strategies.We provide sharo regret analysis of this algorithm in a standard stochastic noise setting,demonstrate its scalability properties,and ……