Unifying Clustered and Non-stationary Bandits

5 September 2020

Papers citing "Unifying Clustered and Non-stationary Bandits"

19 / 19 papers shown

Title
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi Zhou 54 84 0 09 Mar 2021
Bayesian Model Selection for Change Point Detection and Clustering Othmane Mazhar C. Rojas Carlo Fischione M. Hesamzadeh 59 4 0 03 Dec 2019
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 120 107 0 19 Sep 2019
Laplacian-regularized graph bandits: Algorithms and theoretical analysis Kaige Yang Xiaowen Dong Laura Toni 31 17 0 12 Jul 2019
Improved Algorithm on Online Clustering of Bandits Shuai Li Wei Chen Shuai Li K. Leung 36 68 0 25 Feb 2019
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits Lilian Besson E. Kaufmann Odalric-Ambrym Maillard Julien Seznec 48 43 0 05 Feb 2019
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free Yifang Chen Chung-Wei Lee Haipeng Luo Chen-Yu Wei 111 133 0 03 Feb 2019
Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 82 136 0 06 Oct 2018
Learning Contextual Bandits in a Non-stationary Environment Qingyun Wu Naveen Iyer Hongning Wang 54 86 0 23 May 2018
Efficient Contextual Bandits in Non-stationary Worlds Haipeng Luo Chen-Yu Wei Alekh Agarwal John Langford 57 131 0 05 Aug 2017
On Context-Dependent Clustering of Bandits Claudio Gentile Shuai Li Purushottam Kar Alexandros Karatzoglou Evans Etrue Giovanni Zappella 45 138 0 06 Aug 2016
Collaborative Filtering Bandits Shuai Li Alexandros Karatzoglou Claudio Gentile 74 315 0 11 Feb 2015
Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards Omar Besbes Y. Gur A. Zeevi 66 127 0 13 May 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 332 507 0 04 Feb 2014
Online Clustering of Bandits Claudio Gentile Shuai Li Giovanni Zappella 95 264 0 31 Jan 2014
A Gang of Bandits Nicolò Cesa-Bianchi Claudio Gentile Giovanni Zappella 86 161 0 04 Jun 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 404 2,944 0 28 Feb 2010
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 342 468 0 29 Sep 2008
On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems Aurélien Garivier Eric Moulines 84 295 0 22 May 2008