On-Board Federated Learning for Dense LEO Constellations
Author:
Affiliation:
1. University of Bremen,U Bremen Excellence Chair,Dept. of Communications Engineering,Germany
2. Aalborg University,Department of Electronic Systems,Aalborg,Denmark
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9837954/9838246/09838619.pdf?arnumber=9838619
Reference18 articles.
1. Tornadoaggregate: Accurate and scalable federated learning via the ring-based architecture;lee;Conf on Artificial Intelligence (AAAI),2021
2. Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems
3. Efficient ring-topology decentralized federated learning with deep generative models for industrial artificial intelligent;wang,2021
4. A unified analysis of stochastic gradient methods for nonconvex federated optimization;li;Neural Inf Proc Systems ( NeurIPS),2020
5. Federated Learning over Wireless Networks: Optimization Model Design and Analysis
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