157 citations · 179 across the 9 of their papers we have counts for
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cs.IT2016★ 1 cited
Revisiting enumerative two-part crude MDL for Bernoulli and multinomial distributions (Extended version)
Marc Boullé, Fabrice Clérot, Carine Hue
We leverage the Minimum Description Length (MDL) principle as a model selection technique for Bernoulli distributions and compare several types of MDL codes. We first present a sim…
cs.LG2016★ 9 cited
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits
Pratik Gajane, Tanguy Urvoy, Fabrice Clérot
We study the K-armed dueling bandit problem which is a variation of the classical Multi-Armed Bandit (MAB) problem in which the learner receives only relative feedback about the se…