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20082026
most citedOptimal queue-size scaling in switched networks

36 citations · 111 across the 23 of their papers we have counts for

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cs.LG2026

A Rate Transfer Method: Convergence Rates in Stochastic Gradient Descent via Stochastic Calculus

Neil Walton

We develop a rate-transfer method that converts finite-time Lyapunov estimates for an associated stochastic differential equation (SDE) into finite-time convergence bounds for stoc…