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Subsampling Error in Stochastic Gradient Langevin Diffusions

Subsampling Error in Stochastic Gradient Langevin Diffusions

23 May 2023
Kexin Jin
Chenguang Liu
J. Latz
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Papers citing "Subsampling Error in Stochastic Gradient Langevin Diffusions"

4 / 4 papers shown
Title
Faster Convergence of Stochastic Gradient Langevin Dynamics for
  Non-Log-Concave Sampling
Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling
Difan Zou
Pan Xu
Quanquan Gu
33
35
0
19 Oct 2020
Coupling and Convergence for Hamiltonian Monte Carlo
Coupling and Convergence for Hamiltonian Monte Carlo
Nawaf Bou-Rabee
A. Eberle
Raphael Zimmer
75
136
0
01 May 2018
On the Convergence of Stochastic Gradient MCMC Algorithms with
  High-Order Integrators
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators
Changyou Chen
Nan Ding
Lawrence Carin
32
158
0
21 Oct 2016
MCMC using Hamiltonian dynamics
MCMC using Hamiltonian dynamics
Radford M. Neal
173
3,260
0
09 Jun 2012
1