Adaptive Heterogeneous Client Sampling for Federated Learning over
Wireless Networks

Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks

22 April 2024

Leandros Tassiulas

Papers citing "Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks"

5 / 5 papers shown

Title
A Two-Timescale Approach for Wireless Federated Learning with Parameter Freezing and Power Control Jinhao Ouyang Yuan Liu Hang Liu 36 0 0 02 Apr 2025
Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach Yixuan Wang Wenkai Ji Jian Zhou Fu Xiao Tsung-Hui Chang 41 0 0 24 Feb 2025
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation Su Wang Mengyuan Lee Seyyedali Hosseinalipour Roberto Morabito M. Chiang Christopher G. Brinton FedML 77 110 0 04 Jan 2021
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity Amirhossein Reisizadeh Isidoros Tziotis Hamed Hassani Aryan Mokhtari Ramtin Pedarsani FedML 172 99 0 28 Dec 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018