47 citations · 193 across the 18 of their papers we have counts for
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cs.LG2017
On Pairwise Clustering with Side Information
Stephen Pasteris, Fabio Vitale, Claudio Gentile +1
Pairwise clustering, in general, partitions a set of items via a known similarity function. In our treatment, clustering is modeled as a transductive prediction problem. Thus rathe…
cs.LG2017
Boltzmann Exploration Done Right
Nicolò Cesa-Bianchi, Claudio Gentile, Gábor Lugosi +1
Boltzmann exploration is a classic strategy for sequential decision-making under uncertainty, and is one of the most standard tools in Reinforcement Learning (RL). Despite its wide…