Regret Minimization in Heavy-Tailed Bandits

7 February 2021

Papers citing "Regret Minimization in Heavy-Tailed Bandits"

8 / 8 papers shown

Title
Mean estimation and regression under heavy-tailed distributions--a survey Gabor Lugosi S. Mendelson 98 244 0 10 Jun 2019
A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis Tor Lattimore 51 19 0 27 Mar 2017
An Asymptotically Optimal Policy for Uniform Bandits of Unknown Support Wesley Cowan M. Katehakis 112 27 0 08 May 2015
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 127 395 0 03 Oct 2012
Bandits with heavy tail Sébastien Bubeck Nicolò Cesa-Bianchi Gábor Lugosi 184 291 0 08 Sep 2012
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 159 588 0 18 May 2012
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 90 146 0 29 May 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 174 613 0 12 Feb 2011