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Lifu Wang, Bo Shen. On the Parallelization Upper Bound for Asynchronous Stochastic Gradients Descent in Non-convex Optimization. J. Optimization Theory and Applications, 196(3):900-935, March 2023. [doi]
Abstract is missing.