Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks

Xiaonan Liu; Tharmalingam Ratnarajah; Mathini Sellathurai; Yonina C. Eldar

doi:10.1109/tsp.2024.3459808

ScienceGate Book Chapters

JOURNAL ARTICLE

Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks

Xiaonan Liu Tharmalingam Ratnarajah Mathini Sellathurai Yonina C. Eldar

Year: 2024 Journal: IEEE Transactions on Signal Processing Vol: 72 Pages: 4395-4411 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tsp.2024.3459808

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Personalization Pruning Wireless Wireless network Artificial intelligence Machine learning Computer network Multimedia Telecommunications World Wide Web

Metrics

Cited By

6.69

FWCI (Field Weighted Citation Impact)

Refs

0.93

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Wireless Networks and Protocols

Physical Sciences → Computer Science → Computer Networks and Communications

Recommender Systems and Techniques

Physical Sciences → Computer Science → Information Systems

Privacy-Preserving Technologies in Data

Physical Sciences → Computer Science → Artificial Intelligence

Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks

Metrics

Citation History

Topics

Related Documents

Partial Model Pruning and Personalization for Wireless Federated Learning

Personalized Federated Learning With Adaptive Transformer Pruning and Hypernetwork-Driven Personalization in Wireless Networks

Efficient Wireless Federated Learning with Adaptive Model Pruning

Adaptive Model Pruning for Hierarchical Wireless Federated Learning

Resource Management and Model Personalization for Federated Learning over Wireless Edge Networks