Near Optimal Best Arm Identification for Clustered Bandits

15 May 2025

Papers citing "Near Optimal Best Arm Identification for Clustered Bandits"

16 / 16 papers shown

Title
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits Ronshee Chawla Daniel Vial Sanjay Shakkottai R. Srikant 69 4 0 30 May 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 74 9 0 17 Jan 2023
Federated Best Arm Identification with Heterogeneous Clients Zhirui Chen P. Karthik Vincent Y. F. Tan Yeow Meng Chee FedML 80 8 0 14 Oct 2022
Almost Cost-Free Communication in Federated Best Arm Identification Kota Srinivas Reddy P. Karthik Vincent Y. F. Tan FedML 84 11 0 19 Aug 2022
Parallel Best Arm Identification in Heterogeneous Environments Nikolai Karpov Qin Zhang 113 8 0 16 Jul 2022
Optimal Clustering with Bandit Feedback Junwen Yang Zixin Zhong Vincent Y. F. Tan 49 12 0 09 Feb 2022
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits Tan Li Linqi Song FedML 57 24 0 02 Nov 2021
Exploiting Heterogeneity in Robust Federated Best-Arm Identification A. Mitra Hamed Hassani George Pappas FedML 93 27 0 13 Sep 2021
Local Clustering in Contextual Multi-Armed Bandits Yikun Ban Jingrui He 96 42 0 26 Feb 2021
Federated Multi-armed Bandits with Personalization Chengshuai Shi Cong Shen Jing Yang FedML 71 85 0 25 Feb 2021
Federated Multi-Armed Bandits Chengshuai Shi Cong Shen FedML 141 93 0 28 Jan 2021
An optimal algorithm for the Thresholding Bandit Problem A. Locatelli Maurilio Gutzeit Alexandra Carpentier 65 135 0 27 May 2016
Distributed Clustering of Linear Bandits in Peer to Peer Networks N. Korda Balazs Szorenyi Shuai Li FedML 92 166 0 26 Apr 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 209 1,028 0 16 Jul 2014
Online Clustering of Bandits Claudio Gentile Shuai Li Giovanni Zappella 166 267 0 31 Jan 2014
Distributed Exploration in Multi-Armed Bandits Eshcar Hillel Zohar Karnin Tomer Koren R. Lempel O. Somekh 153 108 0 04 Nov 2013