Accelerate Federated Learning of Big Data Analysis Through Distillation and Coupled Gradient Methods

Author:

Zhou Zhiwei1,Liu Weikai1,Zhong Xiaoying1

Affiliation:

1. School of Mathematic and Physics, Wuhan Institute of Technology,Wuhan,China,430205

Publisher

IEEE

Reference25 articles.

1. Federated Learning in Mobile Edge Networks: A Comprehensive Survey

2. DIANNE

3. Federated learning: Strate-gies for improving communication efficiency;konecn'y;ArXiv,2016

4. Gradient sparsification for communication-efficient distributed optimization;wangni;NIPS,2018

5. Atomo: Communication-efficientlearning via atomic sparsification;wang;Neural Info Process Syst,2018

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