A Communication-Efficient Federated Text Classification Method Based on Parameter Pruning

A Communication-Efficient Federated Text Classification Method Based on Parameter Pruning

Text classification is an important application of machine learning. This paper proposes a communication-efficient federated text classification method based on parameter pruning. In the federated learning architecture, the data distribution of different participants is not independent and identical...

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Bibliographic Details
Main Authors: Zheng Huo, Yilin Fan, Yaxin Huang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
federated learning
parameter pruning
text classification
TextCNN
Online Access:https://www.mdpi.com/2227-7390/11/13/2804

Internet

https://www.mdpi.com/2227-7390/11/13/2804

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