Near-Optimal Collaborative Learning in Bandits

Near-Optimal Collaborative Learning in Bandits

31 May 2022

Clémence Réda

Papers citing "Near-Optimal Collaborative Learning in Bandits"

19 / 19 papers shown

Title
Near Optimal Best Arm Identification for Clustered Bandits Yash Nikhil Karamchandani Avishek Ghosh 37 0 0 15 May 2025
$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 26 0 0 11 Sep 2024
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan AAML 39 0 0 06 Feb 2024
Fairness and Privacy Guarantees in Federated Contextual Bandits Sambhav Solanki Shweta Jain Sujit Gujar FedML 51 0 0 05 Feb 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
Optimal Regret Bounds for Collaborative Learning in Bandits Amitis Shidani Sattar Vakili 31 0 0 15 Dec 2023
Distributed Optimization via Kernelized Multi-armed Bandits Ayush Rai Shaoshuai Mou 47 0 0 07 Dec 2023
Pure Exploration in Asynchronous Federated Bandits Zichen Wang Chuanhao Li Chenyu Song Lianghui Wang Quanquan Gu Huazheng Wang FedML 47 3 0 17 Oct 2023
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 20 6 0 11 Oct 2023
Regret Lower Bounds in Multi-agent Multi-armed Bandit Mengfan Xu Diego Klabjan 65 1 0 15 Aug 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards Mengfan Xu Diego Klabjan 52 6 0 08 Jun 2023
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits Ronshee Chawla Daniel Vial Sanjay Shakkottai R. Srikant 43 4 0 30 May 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits Nikolai Karpov Qin Zhang 39 1 0 26 Jan 2023
Doubly Adversarial Federated Bandits Jialin Yi Milan Vojnović FedML 32 4 0 22 Jan 2023
Decision Market Based Learning For Multi-agent Contextual Bandit Problems Wenlong Wang T. Pfeiffer 33 1 0 01 Dec 2022
Collaborative Algorithms for Online Personalized Mean Estimation Mahsa Asadi A. Bellet Odalric-Ambrym Maillard Marc Tommasi FedML 83 4 0 24 Aug 2022
Parallel Best Arm Identification in Heterogeneous Environments Nikolai Karpov Qin Zhang 55 8 0 16 Jul 2022
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 44 6 0 16 Jul 2022
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 152 83 0 24 Oct 2020