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A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent

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This paper is concerned with minimizing the average of n cost functions over a network in which agents may communicate and exchange information with each other. We consider the setting where only noisy gradient information is available. To solve the problem, w... ...