On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics

30 April 2019

Papers citing "On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics"

6 / 6 papers shown

Title
Approximation to Deep Q-Network by Stochastic Delay Differential Equations Jianya Lu Yingjun Mo 28 0 0 01 May 2025
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank Amitay Bar Rotem Mulayoff T. Michaeli Ronen Talmon 49 0 0 21 Feb 2024
Jump-Diffusion Langevin Dynamics for Multimodal Posterior Sampling Jacopo Guidolin Vyacheslav Kungurtsev Ondvrej Kuvzelka BDL 16 0 0 02 Nov 2022
Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo Vyacheslav Kungurtsev Adam D. Cobb T. Javidi Brian Jalaian 40 4 0 15 Jul 2021
Stochastic Nested Variance Reduction for Nonconvex Optimization Dongruo Zhou Pan Xu Quanquan Gu 17 146 0 20 Jun 2018
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 32 158 0 21 Oct 2016