47 citations · 193 across the 17 of their papers we have counts for
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stat.ML2020
Online Model Selection: a Rested Bandit Formulation
Leonardo Cella, Claudio Gentile, Massimiliano Pontil
Motivated by a natural problem in online model selection with bandit information, we introduce and analyze a best arm identification problem in the rested bandit setting, wherein a…
stat.ML2016
Graph Clustering Bandits for Recommendation
Shuai Li, Claudio Gentile, Alexandros Karatzoglou
We investigate an efficient context-dependent clustering technique for recommender systems based on exploration-exploitation strategies through multi-armed bandits over multiple us…