/FedGiA

This Matlab package solves federated learning problems via gradient descent and inexact ADMM

Primary LanguageMATLABGNU General Public License v3.0GPL-3.0

FedGiA

This Matlab package solves federated learning problems via gradient descent and inexact ADMM

To implement this solver, please run demonXXXX.m to see how it works

This source code contains the algorithm described in:

Shenglong Zhou and Geoffrey Ye Li, FedGiA: An efficient hybrid algorithm for federated learning, IEEE Transactions on Signal Processing, 71, 1493-1508, 2023.

Please give credits to this paper if you use the code for your research.