Client-Side Optimization Strategies for Communication-Efficient Federated Learning

Author:

Mills Jed1,Hu Jia1,Min Geyong1

Affiliation:

1. University of Exeter,UK

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Computer Science Applications

Reference15 articles.

1. Federated Optimization in Heterogeneous Networks;li;Proc Machine Learning and Systems,0

2. Fedsplit: an Algorithmic Framework for Fast Federated Optimization;pathak;Advances in Neural Info Processing Systems,0

3. Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation

4. Accelerating Federated Learning via Momentum Gradient Descent

5. Achieving Optimal Sample and Communication Complexities for Non-IID Federated Learning;khanduri;ICML Workshop on Federated Learning for User Privacy and Data Confidentiality,0

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