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The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof (2103.14350v2)
Published 26 Mar 2021 in stat.ML, cs.LG, and math.PR
Abstract: We give here a proof of the convergence of the Stochastic Gradient Descent (SGD) in a self-contained manner.
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