518 citations · 1.2k across the 27 of their papers we have counts for
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stat.ML2026
Spectral bandits
Tomáš Kocák, Rémi Munos, Branislav Kveton +2
Smooth functions on graphs have wide applications in manifold and semi-supervised learning. In this work, we study a bandit problem where the payoffs of arms are smooth on a graph.…
cs.LG2026
Spectral Thompson sampling
Tomas Kocak, Michal Valko, Remi Munos +1
Thompson Sampling (TS) has attracted a lot of interest due to its good empirical performance, in particular in the computational advertising. Though successful, the tools for its p…