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Adaptive Heterogeneous Client Sampling for Federated Learning over
  Wireless Networks

Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks

22 April 2024
Bing Luo
Wenli Xiao
Shiqiang Wang
Jianwei Huang
Leandros Tassiulas
    FedML
ArXivPDFHTML

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
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
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
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
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
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
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