ResearchTrend.AI
Bandits with heavy tail

Bandits with heavy tail

Sébastien Bubeck
Nicolò Cesa-Bianchi
Gábor Lugosi
ArXivPDFHTML

Papers citing "Bandits with heavy tail"

5 / 5 papers shown
Title
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
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
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs
Yu Chen
Jiatai Huang
Yan Dai
Longbo Huang
114
0
0
04 Oct 2024
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
Sattar Vakili
Keqin Liu
Qing Zhao
92
106
0
30 Jun 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond
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
Challenging the empirical mean and empirical variance: a deviation study
O. Catoni
123
462
0
10 Sep 2010