Bandits with heavy tail

Bandits with heavy tail

8 September 2012

Sébastien Bubeck

Nicolò Cesa-Bianchi

Gábor Lugosi

Papers citing "Bandits with heavy tail"

5 / 5 papers shown

Title
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Chenlu Ye Yujia Jin Alekh Agarwal Tong Zhang 152 0 0 04 Feb 2025
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs Yu Chen Jiatai Huang Yan Dai Longbo Huang 112 0 0 04 Oct 2024
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems Sattar Vakili Keqin Liu Qing Zhao 90 106 0 30 Jun 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 128 613 0 12 Feb 2011
Challenging the empirical mean and empirical variance: a deviation study O. Catoni 119 462 0 10 Sep 2010