Kernel Methods for Cooperative Multi-Agent Contextual Bandits

14 August 2020

Papers citing "Kernel Methods for Cooperative Multi-Agent Contextual Bandits"

26 / 26 papers shown

Title
Bandit optimisation of functions in the Matérn kernel RKHS David Janz David R. Burt Javier I. González 29 43 0 28 Jan 2020
Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits Yogev Bar-On Yishay Mansour 36 42 0 07 Jul 2019
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret Daniele Calandriello Luigi Carratino A. Lazaric Michal Valko Lorenzo Rosasco GP 34 68 0 13 Mar 2019
Improved Algorithm on Online Clustering of Bandits Shuai Li Wei Chen Shuai Li K. Leung 36 68 0 25 Feb 2019
Cooperative Online Learning: Keeping your Neighbors Updated Nicolò Cesa-Bianchi Tommaso Cesari C. Monteleoni 28 35 0 23 Jan 2019
Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration Xiaoxiao Wang Xueying Guo Jie Chuai Zhitang Chen Xin Liu 11 5 0 27 Nov 2018
Decentralized Cooperative Stochastic Bandits David Martínez-Rubio Varun Kanade Patrick Rebeschini 31 16 0 10 Oct 2018
Online Clustering of Contextual Cascading Bandits Shuai Li 27 36 0 23 Nov 2017
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization Jonathan Scarlett Ilija Bogunovic Volkan Cevher 52 100 0 31 May 2017
Multi-Task Learning for Contextual Bandits A. Deshmukh Ürün Dogan Clayton Scott 72 93 0 24 May 2017
On Kernelized Multi-armed Bandits Sayak Ray Chowdhury Aditya Gopalan 107 458 0 03 Apr 2017
On Context-Dependent Clustering of Bandits Claudio Gentile Shuai Li Purushottam Kar Alexandros Karatzoglou Evans Etrue Giovanni Zappella 42 138 0 06 Aug 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 154 10,825 0 03 Jul 2016
Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 45 110 0 02 Jun 2016
Distributed Clustering of Linear Bandits in Peer to Peer Networks N. Korda Balazs Szorenyi Shuai Li FedML 45 164 0 26 Apr 2016
Towards Geo-Distributed Machine Learning Ignacio Cano Markus Weimer D. Mahajan Carlo Curino Giovanni Matteo Fumarola 58 56 0 30 Mar 2016
Delay and Cooperation in Nonstochastic Bandits Nicolò Cesa-Bianchi Claudio Gentile Yishay Mansour Alberto Minora 36 144 0 15 Feb 2016
On Distributed Cooperative Decision-Making in Multiarmed Bandits Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 49 78 0 21 Dec 2015
Collaborative Filtering Bandits Shuai Li Alexandros Karatzoglou Claudio Gentile 61 315 0 11 Feb 2015
Online Clustering of Bandits Claudio Gentile Shuai Li Giovanni Zappella 55 264 0 31 Jan 2014
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 113 271 0 26 Sep 2013
A Gang of Bandits Nicolò Cesa-Bianchi Claudio Gentile Giovanni Zappella 65 161 0 04 Jun 2013
Online Learning under Delayed Feedback Pooria Joulani András Gyorgy Csaba Szepesvári 56 278 0 04 Jun 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 277 2,935 0 28 Feb 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 131 1,616 0 21 Dec 2009
Distributed Learning in Multi-Armed Bandit with Multiple Players Keqin Liu Qing Zhao 80 435 0 12 Oct 2009