Decentralized optimization can reach optimal solutions in fewer iterations than centralized methods for machine learning tasks.
Distributed subgradient methods for multi-agent opti- mization.IEEE Transactions on Automatic Control, 54(1):48–61
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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.