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Author

Erik G. Larsson

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Preprint Oct 2026

Budget-Constrained Multi-Consensus Decentralized Gradient Descent

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 gradient descent} (...

Shu-Yi Ren, Nicolò Michelusi, Erik G. Larsson · 0 citations

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