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20202025
most citedAlmost sure invariance principle of mixing time series in Hilbert space

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math.PR2021

Approximation to stochastic variance reduced gradient Langevin dynamics by stochastic delay differential equations

Peng Chen, Jianya Lu, Lihu Xu

We study in this paper a weak approximation to stochastic variance reduced gradient Langevin dynamics by stochastic delay differential equations in Wasserstein-1 distance, and obta…