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"

10 / 10 papers shown

Title
Approximation to Deep Q-Network by Stochastic Delay Differential Equations Jianya Lu Yingjun Mo 33 0 0 01 May 2025
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank Amitay Bar Rotem Mulayoff T. Michaeli Ronen Talmon 64 0 0 21 Feb 2024
Jump-Diffusion Langevin Dynamics for Multimodal Posterior Sampling Jacopo Guidolin Vyacheslav Kungurtsev Ondvrej Kuvzelka BDL 21 0 0 02 Nov 2022
Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo Vyacheslav Kungurtsev Adam D. Cobb T. Javidi Brian Jalaian 51 4 0 15 Jul 2021
Stochastic Gradient Langevin Dynamics with Variance Reduction Zhishen Huang Stephen Becker 15 7 0 12 Feb 2021
State-Dependent Temperature Control for Langevin Diffusions Xuefeng Gao Z. Xu X. Zhou 15 27 0 15 Nov 2020
Replica Exchange for Non-Convex Optimization Jing-rong Dong Xin T. Tong 27 21 0 23 Jan 2020
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization Xuefeng Gao Mert Gurbuzbalaban Lingjiong Zhu 22 30 0 19 Dec 2018
Stochastic Nested Variance Reduction for Nonconvex Optimization Dongruo Zhou Pan Xu Quanquan Gu 25 146 0 20 Jun 2018
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 37 159 0 21 Oct 2016