A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits

7 July 2022

Tianhao Wang

Quanquan Gu

Papers citing "A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits"

26 / 26 papers shown

Title
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups Fengyu Gao Ruiquan Huang Jing Yang FedML 25 0 0 27 Sep 2024
Federated Combinatorial Multi-Agent Multi-Armed Bandits Fares Fourati Mohamed-Slim Alouini Vaneet Aggarwal FedML 16 5 0 09 May 2024
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients Zhuohua Li Maoli Liu J. C. Lui FedML 27 5 0 05 May 2024
Federated Linear Contextual Bandits with Heterogeneous Clients Ethan Blaser Chuanhao Li Hongning Wang FedML 19 1 0 29 Feb 2024
Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users Hantao Yang Xutong Liu Zhiyong Wang Hong Xie J. C. Lui Defu Lian Enhong Chen FedML 31 3 0 26 Feb 2024
Incentivized Truthful Communication for Federated Bandits Zhepei Wei Chuanhao Li Tianze Ren Haifeng Xu Hongning Wang FedML 14 0 0 07 Feb 2024
Fairness and Privacy Guarantees in Federated Contextual Bandits Sambhav Solanki Shweta Jain Sujit Gujar FedML 15 0 0 05 Feb 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
Federated Online and Bandit Convex Optimization Kumar Kshitij Patel Lingxiao Wang Aadirupa Saha Nathan Srebro FedML 34 8 0 29 Nov 2023
Communication-Efficient Federated Non-Linear Bandit Optimization Chuanhao Li Chong Liu Yu-Xiang Wang FedML 6 1 0 03 Nov 2023
Federated Linear Bandits with Finite Adversarial Actions Li Fan Ruida Zhou Chao Tian Cong Shen FedML 87 2 0 02 Nov 2023
Pure Exploration in Asynchronous Federated Bandits Zichen Wang Chuanhao Li Chenyu Song Lianghui Wang Quanquan Gu Huazheng Wang FedML 25 1 0 17 Oct 2023
Incentivized Communication for Federated Bandits Zhepei Wei Chuanhao Li Haifeng Xu Hongning Wang FedML 21 3 0 21 Sep 2023
Federated Linear Contextual Bandits with User-level Differential Privacy Ruiquan Huang Huanyu Zhang Luca Melis Milan Shen Meisam Hajzinia J. Yang FedML 15 11 0 08 Jun 2023
Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation Yifei Min Jiafan He Tianhao Wang Quanquan Gu 38 7 0 10 May 2023
On Differentially Private Federated Linear Contextual Bandits Xingyu Zhou Sayak Ray Chowdhury FedML 25 15 0 27 Feb 2023
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning Ruitu Xu Yifei Min Tianhao Wang Zhaoran Wang Michael I. Jordan Zhuoran Yang 28 6 0 24 Feb 2023
On-Demand Communication for Asynchronous Multi-Agent Bandits Y. Chen L. Yang Xuchuang Wang Xutong Liu Mohammad Hajiesmaili John C. S. Lui Don Towsley 36 9 0 15 Feb 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 14 1 0 26 Jan 2023
Communication Efficient Distributed Learning for Kernelized Contextual Bandits Chuanhao Li Huazheng Wang Mengdi Wang Hongning Wang 10 15 0 10 Jun 2022
Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes Miao Lu Yifei Min Zhaoran Wang Zhuoran Yang OffRL 43 22 0 26 May 2022
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li Hongning Wang FedML 8 13 0 02 Feb 2022
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 26 10 0 29 Oct 2021
Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits Chuanhao Li Hongning Wang FedML 16 36 0 04 Oct 2021
Cooperative Online Learning with Feedback Graphs Nicolò Cesa-Bianchi Tommaso Cesari R. D. Vecchia 23 2 0 09 Jun 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 134 83 0 24 Oct 2020