Distributed Linear Bandits under Communication Constraints

4 November 2022

Papers citing "Distributed Linear Bandits under Communication Constraints"

11 / 11 papers shown

Title
Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization Sudeep Salgia Nikola Pavlovic Yuejie Chi Qing Zhao 28 0 0 06 Jan 2025
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness Nikola Pavlovic Sudeep Salgia Qing Zhao 27 0 0 20 Feb 2024
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 8 0 0 26 Dec 2023
Federated Linear Bandits with Finite Adversarial Actions Li Fan Ruida Zhou Chao Tian Cong Shen FedML 73 2 0 02 Nov 2023
A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret Sudeep Salgia Qing Zhao T. Gabay Kobi Cohen FedML 17 10 0 21 Jan 2023
Collaborative Learning in Kernel-based Bandits for Distributed Users Sudeep Salgia Sattar Vakili Qing Zhao FedML 15 6 0 16 Jul 2022
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost Sanae Amani Tor Lattimore András Gyorgy Lin F. Yang FedML 23 9 0 26 May 2022
Solving Multi-Arm Bandit Using a Few Bits of Communication Osama A. Hanna Lin F. Yang Christina Fragouli 11 16 0 11 Nov 2021
Multi-Agent Multi-Armed Bandits with Limited Communication Mridul Agarwal Vaneet Aggarwal Kamyar Azizzadenesheli 26 32 0 10 Feb 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 126 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 151 756 0 28 Sep 2019