Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm-Reference-Cited by-同舟云学术

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Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm

Published:2024-06-09 Issue: Volume:12 Page:950-955
ISSN:
Container-title:ICC 2024 - IEEE International Conference on Communications
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Author:

Elbakary Ahmed¹,Issaid Chaouki Ben¹,Shehab Mohammad¹,Seddik Karim²,ElBatt Tamer³,Bennis Mehdi¹

Affiliation:

1. University of Oulu,Centre for Wireless Communications (CWC),Finland

2. American University in Cairo,Department of Electronics and Communications Engineering,Egypt

3. American University in Cairo,Department of Computer Science and Engineering,Egypt

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10622104/10622158/10622862.pdf?arnumber=10622862

Reference19 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

2. Advances and Open Problems in Federated Learning

3. Model aggregation techniques in federated learning: A comprehensive survey

4. Convex Optimization

5. Adaptive federated optimization;Reddi;arXiv preprint,2020

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