most citedNonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization

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math.ST2019★ 16 cited

Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization

Ying Zhang, Ömer Deniz Akyildiz, Theodoros Damoulas +1

In this paper, we are concerned with a non-asymptotic analysis of sampling algorithms used in nonconvex optimization. In particular, we obtain non-asymptotic estimates in Wasserste…