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sgmcmc

Here are 6 public repositories matching this topic...

WayneDW / Contour-Stochastic-Gradient-Langevin-Dynamics

An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)

importance-sampling wang-landau-algorithm sgld sgmcmc sghmc

Updated May 20, 2022
Jupyter Notebook

gaoliyao / Replica_Exchange_Stochastic_Gradient_MCMC

Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.

icml-2020 sgmcmc

Updated Dec 3, 2020
Python

vicgalle / sgmcmc-force

Samplers from the paper "Stochastic Gradient MCMC with Repulsive Forces"

bayesian-inference mcmc-sampler jax svgd sgld sgmcmc

Updated Feb 3, 2020
Jupyter Notebook

WayneDW / Variance_Reduced_Replica_Exchange_SGMCMC

Variance reduction in energy estimators accelerates the exponential convergence in deep learning (ICLR'21)

variance-reduction parallel-tempering replica-exchange sgmcmc sghmc

Updated Nov 25, 2022
C

haoyangzheng1996 / r2SGLD

The GitHub repository for "Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics", ICML 2024

monte-carlo sampling langevin-dynamics replica-exchange sgmcmc

Updated Jul 29, 2024
Python

jackcbaker / control-variates-sgld

Companion code to the publication Baker, Fearnhead, Fox, Nemeth (2018) Control Variates for Stochastic Gradient MCMC. Statistics and Computing. Available from https://link.springer.com/article/10.1007/s11222-018-9826-2.

machine-learning bayesian-inference mcmc sgmcmc

Updated Jul 19, 2018
Julia

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