Federated Linear Contextual Bandits

27 October 2021

Papers citing "Federated Linear Contextual Bandits"

50 / 53 papers shown

Title
On the optimal regret of collaborative personalized linear bandits Bruce Huang Ruida Zhou Lin F. Yang Suhas Diggavi 5 0 0 19 Jun 2025
Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensity Eren Ozbay 81 0 0 15 Oct 2024
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups Fengyu Gao Ruiquan Huang Jing Yang FedML 74 0 0 27 Sep 2024
$Federated $\mathcal{X}$-armed Bandit with Flexible Personalisation$ Federated $\mathcal{X}$ -armed Bandit with Flexible Personalisation Ali Arabzadeh James A. Grant David S. Leslie FedML 37 0 0 11 Sep 2024
Personalized Federated Learning Techniques: Empirical Analysis Azal Ahmad Khan Ahmad Faraz Khan Haider Ali A. Anwar FedML 94 1 0 10 Sep 2024
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients Zhuohua Li Maoli Liu J. C. Lui FedML 80 7 0 05 May 2024
Federated Linear Contextual Bandits with Heterogeneous Clients Ethan Blaser Chuanhao Li Hongning Wang FedML 51 3 0 29 Feb 2024
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness Nikola Pavlovic Sudeep Salgia Qing Zhao 78 1 0 20 Feb 2024
Incentivized Truthful Communication for Federated Bandits Zhepei Wei Chuanhao Li Tianze Ren Haifeng Xu Hongning Wang FedML 58 2 0 07 Feb 2024
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan AAML 60 0 0 06 Feb 2024
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints Jiabin Lin Shana Moothedath 80 1 0 21 Jan 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 60 0 0 26 Dec 2023
Distributed Optimization via Kernelized Multi-armed Bandits Ayush Rai Shaoshuai Mou 59 0 0 07 Dec 2023
Federated Online and Bandit Convex Optimization Kumar Kshitij Patel Lingxiao Wang Aadirupa Saha Nathan Srebro FedML 75 9 0 29 Nov 2023
On the Effect of Defections in Federated Learning and How to Prevent Them Minbiao Han Kumar Kshitij Patel Han Shao Lingxiao Wang FedML 75 3 0 28 Nov 2023
LLMs-augmented Contextual Bandit Ali Baheri Cecilia Ovesdotter Alm OffRL 78 1 0 03 Nov 2023
Federated Linear Bandits with Finite Adversarial Actions Li Fan Ruida Zhou Chao Tian Cong Shen FedML 121 3 0 02 Nov 2023
Personalized Federated X -armed Bandit Wenjie Li Qifan Song Jean Honorio 20 0 0 25 Oct 2023
Pure Exploration in Asynchronous Federated Bandits Zichen Wang Chuanhao Li Chenyu Song Lianghui Wang Quanquan Gu Huazheng Wang FedML 69 3 0 17 Oct 2023
Online Clustering of Bandits with Misspecified User Models Zhiyong Wang Jize Xie Xutong Liu Shuai Li J. C. Lui 103 13 0 04 Oct 2023
Incentivized Communication for Federated Bandits Zhepei Wei Chuanhao Li Haifeng Xu Hongning Wang FedML 78 4 0 21 Sep 2023
Regret Lower Bounds in Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan 105 1 0 15 Aug 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 76 6 0 08 Jun 2023
Federated Linear Contextual Bandits with User-level Differential Privacy Ruiquan Huang Huanyu Zhang Luca Melis Milan Shen Meisam Hajzinia J. Yang FedML 54 12 0 08 Jun 2023
Reward Teaching for Federated Multi-armed Bandits Chengshuai Shi Wei Xiong Cong Shen Jing Yang FedML 62 1 0 03 May 2023
Federated Learning for Heterogeneous Bandits with Unobserved Contexts Jiabin Lin Shana Moothedath FedML 48 2 0 29 Mar 2023
An Empirical Evaluation of Federated Contextual Bandit Algorithms Alekh Agarwal H. B. McMahan Zheng Xu FedML 100 2 0 17 Mar 2023
On Differentially Private Federated Linear Contextual Bandits Xingyu Zhou Sayak Ray Chowdhury FedML 102 15 0 27 Feb 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 78 2 0 26 Jan 2023
Doubly Adversarial Federated Bandits Jialin Yi Milan Vojnović FedML 51 4 0 22 Jan 2023
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 79 7 0 04 Nov 2022
Lifelong Bandit Optimization: No Prior and No Regret Felix Schur Parnian Kassraie Jonas Rothfuss Andreas Krause 75 3 0 27 Oct 2022
Vertical Federated Linear Contextual Bandits Zeyu Cao Zhipeng Liang Shu Zhen Zhang Hang Li Ouyang Wen Yu Rong P. Zhao Bing Wu FedML 68 1 0 20 Oct 2022
Distributed Stochastic Bandit Learning with Delayed Context Observation Jiabin Lin Shana Moothedath 66 3 0 28 Jul 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 82 5 0 16 Jul 2022
Differentially Private Linear Bandits with Partial Distributed Feedback Fengjiao Li Xingyu Zhou Bo Ji FedML 90 15 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 99 34 0 07 Jul 2022
Differentially Private Federated Combinatorial Bandits with Constraints Sambhav Solanki Samhita Kanaparthy Sankarshan Damle Sujit Gujar FedML 65 4 0 27 Jun 2022
Communication Efficient Distributed Learning for Kernelized Contextual Bandits Chuanhao Li Huazheng Wang Mengdi Wang Hongning Wang 64 16 0 10 Jun 2022
Near-Optimal Collaborative Learning in Bandits Clémence Réda Sattar Vakili E. Kaufmann FedML 107 20 0 31 May 2022
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning Pedro Cisneros-Velarde Boxiang Lyu Oluwasanmi Koyejo Mladen Kolar OffRL 51 3 0 31 May 2022
Federated X-Armed Bandit Wenjie Li Qifan Song Jean Honorio Guang Lin FedML 97 4 0 30 May 2022
Federated Neural Bandits Zhongxiang Dai Yao Shu Arun Verma Flint Xiaofeng Fan Bryan Kian Hsiang Low Patrick Jaillet FedML 120 15 0 28 May 2022
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost Sanae Amani Tor Lattimore András Gyorgy Lin F. Yang FedML 92 10 0 26 May 2022
Federated Multi-Armed Bandits Under Byzantine Attacks Artun Saday Ilker Demirel Yiğit Yıldırım Cem Tekin AAML 64 13 0 09 May 2022
Byzantine-Robust Federated Linear Bandits Ali Jadbabaie Haochuan Li Jian Qian Yi Tian FedML 97 12 0 03 Apr 2022
Linear Stochastic Bandits over a Bit-Constrained Channel A. Mitra Hamed Hassani George J. Pappas 88 8 0 02 Mar 2022
Federated Online Sparse Decision Making ChiHua Wang Wenjie Li Guang Cheng Guang Lin FedML 63 4 0 27 Feb 2022
Settling the Communication Complexity for Distributed Offline Reinforcement Learning Juliusz Krysztof Ziomek Jun Wang Yaodong Yang OffRL 31 4 0 10 Feb 2022
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li Hongning Wang FedML 106 14 0 02 Feb 2022