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Variance reduction for irreversible Langevin samplers and diffusion on
  graphs
v1v2v3 (latest)

Variance reduction for irreversible Langevin samplers and diffusion on graphs

1 October 2014
Luc Rey-Bellet
K. Spiliopoulos
ArXiv (abs)PDFHTML

Papers citing "Variance reduction for irreversible Langevin samplers and diffusion on graphs"

10 / 10 papers shown
A large deviation principle for the empirical measures of
  Metropolis-Hastings chains
A large deviation principle for the empirical measures of Metropolis-Hastings chainsStochastic Processes and their Applications (SPA), 2023
Federica Milinanni
Pierre Nyquist
211
5
0
05 Apr 2023
Transport map unadjusted Langevin algorithms: learning and discretizing
  perturbed samplers
Transport map unadjusted Langevin algorithms: learning and discretizing perturbed samplersFoundations of Data Science (FDS), 2023
Benjamin J. Zhang
Youssef M. Marzouk
K. Spiliopoulos
279
1
0
14 Feb 2023
Geometry-informed irreversible perturbations for accelerated convergence
  of Langevin dynamics
Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics
Benjamin J. Zhang
Youssef M. Marzouk
K. Spiliopoulos
214
9
0
18 Aug 2021
Non-Convex Optimization via Non-Reversible Stochastic Gradient Langevin
  Dynamics
Non-Convex Optimization via Non-Reversible Stochastic Gradient Langevin Dynamics
Yuanhan Hu
Xiaoyu Wang
Ningyuan Chen
Mert Gurbuzbalaban
Lingjiong Zhu
234
5
0
06 Apr 2020
Breaking Reversibility Accelerates Langevin Dynamics for Global
  Non-Convex Optimization
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization
Ningyuan Chen
Mert Gurbuzbalaban
Lingjiong Zhu
400
33
0
19 Dec 2018
Using Perturbed Underdamped Langevin Dynamics to Efficiently Sample from
  Probability Distributions
Using Perturbed Underdamped Langevin Dynamics to Efficiently Sample from Probability Distributions
A. B. Duncan
Nikolas Nusken
G. Pavliotis
184
47
0
29 Apr 2017
Optimal Scaling of the MALA algorithm with Irreversible Proposals for
  Gaussian targets
Optimal Scaling of the MALA algorithm with Irreversible Proposals for Gaussian targets
M. Ottobre
Natesh S. Pillai
K. Spiliopoulos
255
9
0
06 Feb 2017
Generalized and hybrid Metropolis-Hastings overdamped Langevin
  algorithms
Generalized and hybrid Metropolis-Hastings overdamped Langevin algorithms
R. Poncet
202
11
0
19 Jan 2017
Nonreversible Langevin Samplers: Splitting Schemes, Analysis and
  Implementation
Nonreversible Langevin Samplers: Splitting Schemes, Analysis and Implementation
A. B. Duncan
G. Pavliotis
K. Zygalakis
210
26
0
16 Jan 2017
Limit theorems for the Zig-Zag process
Limit theorems for the Zig-Zag process
J. Bierkens
Andrew Duncan
273
42
0
29 Jul 2016
1
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