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Qianxiao Li, Cheng Tai, Weinan E. Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations. Journal of Machine Learning Research, 20, 2019. [doi]
Abstract is missing.