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Run-Ze You

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Preprint Sep 2026

Optimal Network Dependence in Distributed Stochastic Optimization via Tree Routing

Communication is a central bottleneck in distributed optimization, but its effect is often summarized by the spectral gap of a chosen mixing matrix. Since this gap depends on link weights as well as topology, it can obscure the intrinsic effect of the network. We clarify this distinction by relating graph diameter to t...

Run-Ze You, Shi Pu · 0 citations

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