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saddle avoidance

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almost sure convergence (1) heavy ball method (1) nesterov acceleration (1) strongly convex function (1) convergence rate (1) non-convex optimization (1) stochastic gradient descent (1)

Papers

Almost Sure Convergence Rates Analysis and Saddle Avoidance of Stochastic Gradient Methods JMLR 2024