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On Stochastic Gradient Langevin Dynamics with Dependent Data Streams: The Fully Nonconvex Case

On Stochastic Gradient Langevin Dynamics with Dependent Data Streams: The Fully Nonconvex Case

Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 24 July 2020Accepted: 18 June 2021Published online: 20 September 2021Keywordsstochastic gradient, Langevin dynamics, nonconvex optimization, convergence guarantees, contractionAMS Subject Headings65C05, 62L10, 93E35Publication DataISSN (online): 2577-0187Publisher: Society for Industrial and Applied MathematicsCODEN: sjmdaq