Federated Linear Contextual Bandits

27 October 2021

Papers citing "Federated Linear Contextual Bandits"

21 / 21 papers shown

Title
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients Zhuohua Li Maoli Liu J. C. Lui FedML 42 5 0 05 May 2024
Incentivized Truthful Communication for Federated Bandits Zhepei Wei Chuanhao Li Tianze Ren Haifeng Xu Hongning Wang FedML 37 0 0 07 Feb 2024
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints Jiabin Lin Shana Moothedath 57 1 0 21 Jan 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 35 0 0 26 Dec 2023
On the Effect of Defections in Federated Learning and How to Prevent Them Minbiao Han Kumar Kshitij Patel Han Shao Lingxiao Wang FedML 45 3 0 28 Nov 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 52 6 0 08 Jun 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 39 1 0 26 Jan 2023
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 48 7 0 04 Nov 2022
Vertical Federated Linear Contextual Bandits Zeyu Cao Zhipeng Liang Shu Zhen Zhang Hang Li Ouyang Wen Yu Rong P. Zhao Bing Wu FedML 45 0 0 20 Oct 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 44 6 0 16 Jul 2022
Differentially Private Linear Bandits with Partial Distributed Feedback Fengjiao Li Xingyu Zhou Bo Ji FedML 41 13 0 12 Jul 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits Jiafan He Tianhao Wang Yifei Min Quanquan Gu FedML 53 32 0 07 Jul 2022
Differentially Private Federated Combinatorial Bandits with Constraints Sambhav Solanki Samhita Kanaparthy Sankarshan Damle Sujit Gujar FedML 34 4 0 27 Jun 2022
Near-Optimal Collaborative Learning in Bandits Clémence Réda Sattar Vakili E. Kaufmann FedML 47 21 0 31 May 2022
Federated Multi-Armed Bandits Under Byzantine Attacks Artun Saday Ilker Demirel Yiğit Yıldırım Cem Tekin AAML 42 13 0 09 May 2022
Byzantine-Robust Federated Linear Bandits Ali Jadbabaie Haochuan Li Jian Qian Yi Tian FedML 49 12 0 03 Apr 2022
Linear Stochastic Bandits over a Bit-Constrained Channel A. Mitra Hamed Hassani George J. Pappas 47 8 0 02 Mar 2022
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li Hongning Wang FedML 45 13 0 02 Feb 2022
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 53 10 0 29 Oct 2021
Federated Multi-Armed Bandits Chengshuai Shi Cong Shen FedML 83 92 0 28 Jan 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 152 83 0 24 Oct 2020