Linear Stochastic Bandits over a Bit-Constrained Channel

Linear Stochastic Bandits over a Bit-Constrained Channel

2 March 2022

George J. Pappas

Papers citing "Linear Stochastic Bandits over a Bit-Constrained Channel"

13 / 13 papers shown

Title
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness Nikola Pavlovic Sudeep Salgia Qing Zhao 35 1 0 20 Feb 2024
ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels Fathima Zarin Faizal A. Girish M. Hanawal Nikhil Karamchandani 8 0 0 30 Apr 2023
Communication-Constrained Bandits under Additive Gaussian Noise Prathamesh Mayekar Jonathan Scarlett Vincent Y. F. Tan 12 2 0 25 Apr 2023
Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning A. Mitra George J. Pappas Hamed Hassani 11 12 0 03 Jan 2023
Distributed Linear Bandits under Communication Constraints Sudeep Salgia Qing Zhao 24 7 0 04 Nov 2022
Federated Best Arm Identification with Heterogeneous Clients Zhirui Chen P. Karthik Vincent Y. F. Tan Yeow Meng Chee FedML 19 7 0 14 Oct 2022
Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients A. Mitra Rayana H. Jaafar George J. Pappas Hamed Hassani FedML 55 157 0 14 Feb 2021
Multi-Agent Multi-Armed Bandits with Limited Communication Mridul Agarwal Vaneet Aggarwal Kamyar Azizzadenesheli 31 32 0 10 Feb 2021
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 131 83 0 24 Oct 2020
Linearly Converging Error Compensated SGD Eduard A. Gorbunov D. Kovalev Dmitry Makarenko Peter Richtárik 163 77 0 23 Oct 2020
Bayesian Algorithms for Decentralized Stochastic Bandits Anusha Lalitha Andrea J. Goldsmith 14 15 0 20 Oct 2020
Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits Peter Landgren Vaibhav Srivastava Naomi Ehrich Leonard 62 68 0 03 Mar 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 758 0 28 Sep 2019