Search Results for author: Lingjiong Zhu

Found 1 papers, 0 papers with code

Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization

no code implementations NeurIPS 2020 Xuefeng Gao, Mert Gurbuzbalaban, Lingjiong Zhu

We study two variants that are based on non-reversible Langevin diffusions: the underdamped Langevin dynamics (ULD) and the Langevin dynamics with a non-symmetric drift (NLD).

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