Federated Multi-Armed Bandits

Federated Multi-Armed Bandits

28 January 2021

Chengshuai Shi

Papers citing "Federated Multi-Armed Bandits"

15 / 15 papers shown

Title
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation Muhammad Irfan Khan Elina Kontio Suleiman A. Khan Mojtaba Jafaritadi FedML 39 0 0 31 Dec 2024
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 43 1 0 19 Apr 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 16 0 0 26 Dec 2023
Cooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs L. Yang Xuchuang Wang Mohammad Hajiesmaili Lijun Zhang John C. S. Lui Don Towsley 23 5 0 08 Aug 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 14 1 0 26 Jan 2023
Decision Market Based Learning For Multi-agent Contextual Bandit Problems Wenlong Wang T. Pfeiffer 9 1 0 01 Dec 2022
Federated Best Arm Identification with Heterogeneous Clients Zhirui Chen P. Karthik Vincent Y. F. Tan Yeow Meng Chee FedML 17 7 0 14 Oct 2022
Parallel Best Arm Identification in Heterogeneous Environments Nikolai Karpov Qin Zhang 31 7 0 16 Jul 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 20 6 0 16 Jul 2022
Differentially Private Federated Combinatorial Bandits with Constraints Sambhav Solanki Samhita Kanaparthy Sankarshan Damle Sujit Gujar FedML 11 4 0 27 Jun 2022
DELTA: Diverse Client Sampling for Fasting Federated Learning Lung-Chuang Wang Yongxin Guo Tao R. Lin Xiaoying Tang FedML 13 20 0 27 May 2022
Hierarchical Bayesian Bandits Joey Hong B. Kveton Manzil Zaheer Mohammad Ghavamzadeh FedML 30 37 0 12 Nov 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 131 83 0 24 Oct 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 756 0 28 Sep 2019
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 141 1,663 0 14 Apr 2018