56 citations · 141 across the 11 of their papers we have counts for
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stat.ML2019★ 4 cited
Stochastic Bandits with Delay-Dependent Payoffs
Leonardo Cella, Nicolò Cesa-Bianchi
Motivated by recommendation problems in music streaming platforms, we propose a nonstationary stochastic bandit model in which the expected reward of an arm depends on the number o…
stat.ML2012★ 8 cited
Bandits with heavy tail
Sébastien Bubeck, Nicolò Cesa-Bianchi, Gábor Lugosi
The stochastic multi-armed bandit problem is well understood when the reward distributions are sub-Gaussian. In this paper we examine the bandit problem under the weaker assumption…