On Context-Dependent Clustering of Bandits

Claudio Gentile, Shuai Li, Purushottam Kar +3

We investigate a novel cluster-of-bandit algorithm CAB for collaborative recommendation tasks that implements the underlying feedback sharing mechanism by estimating the neighborho…