Decentralized optimization can reach optimal solutions in fewer iterations than centralized methods for machine learning tasks.
Advances and open problems in federated learning.Foundations and Trends in Machine Learning, 14(1–2):1–210
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Accelerating Optimization and Machine Learning through Decentralization
Decentralized optimization can reach optimal solutions in fewer iterations than centralized methods for machine learning tasks.