Resilient Federated Learning Under Byzantine Attack in Distributed Nonconvex Optimization with 2-$f$ Redundancy
Author:
Affiliation:
1. Virginia Tech,Bradley Department of Electrical and Computer Engineering,Blacksburg,VA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10383192/10383193/10383715.pdf?arnumber=10383715
Reference17 articles.
1. Communication-efficient learning of deep networks from decentral-ized data;McMahan;Artificial intelligence and statistics. PMLR,2017
2. Fedpage: A fast local stochastic gradient method for communication-efficient federated learning;Zhao;arXiv preprint,2021
3. Is local sgd better than minibatch sgd?;Woodworth,2020
4. Federated Learning for Wireless Communications: Motivation, Opportunities, and Challenges
5. Energy Efficient Federated Learning Over Wireless Communication Networks
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