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Budget-Constrained Multi-Consensus Decentralized Gradient Descent

Ren, Shuyi et al.
arXiv (All) · Papers
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optimization-and-controlsystems-and-control
We investigate decentralized gradient descent (DGD) with emphasis on efficient communication and computation resource utilization under budget constraints. As a first step toward the broader communication-computation allocation problem, we consider and analyze a \textit{multi-consensus decentralized
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