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non-convex objective

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stochastic heavy ball (1) almost sure convergence (1) nesterov accelerated gradient (1) strongly convex function (1) convergence rate (1) approximation algorithm (1) influence maximization (1) strongly convex (1) neural network training (1) robust optimization (1)

Papers

On Almost Sure Convergence Rates of Stochastic Gradient Methods COLT 2022 Robust Optimization for Non-Convex Objectives NeurIPS 2017