Are sample means in multi-armed bandits positively or negatively biased?

27 May 2019

Papers citing "Are sample means in multi-armed bandits positively or negatively biased?"

8 / 8 papers shown

Title
Replicability is Asymptotically Free in Multi-armed Bandits Junpei Komiyama Shinji Ito Yuichi Yoshida Souta Koshino 104 1 0 12 Feb 2024
On the bias, risk and consistency of sample means in multi-armed bandits Jaehyeok Shin Aaditya Ramdas Alessandro Rinaldo 44 35 0 02 Feb 2019
Why Adaptively Collected Data Have Negative Bias and How to Correct for It Xinkun Nie Xiaoying Tian Jonathan E. Taylor James Zou OnRL 56 88 0 07 Aug 2017
Simple Bayesian Algorithms for Best Arm Identification Daniel Russo 47 277 0 26 Feb 2016
Optimal Best Arm Identification with Fixed Confidence Aurélien Garivier E. Kaufmann 84 341 0 15 Feb 2016
lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits Kevin Jamieson Matthew Malloy Robert D. Nowak Sébastien Bubeck 74 411 0 27 Dec 2013
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 119 585 0 18 May 2012
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 125 613 0 12 Feb 2011