sgmcmc

There are 0 repository under sgmcmc topic.

• WayneDW / Contour-Stochastic-Gradient-Langevin-Dynamics

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

  importance-samplingwang-landau-algorithmsgldsghmcsgmcmc
  Language:Jupyter Notebook 39

• gaoliyao / Replica_Exchange_Stochastic_Gradient_MCMC

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

  icml-2020sgmcmc
  Language:Python 23

• vicgalle / sgmcmc-force

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

  bayesian-inferencejaxmcmc-samplersgldsgmcmcsvgd
  Language:Jupyter Notebook 11

• WayneDW / Variance_Reduced_Replica_Exchange_SGMCMC

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

  variance-reductionsghmcsgmcmcreplica-exchangeparallel-tempering
  Language:C 8

• haoyangzheng1996 / r2SGLD

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

  langevin-dynamicssamplingmonte-carloreplica-exchangesgmcmc
  Language:Python 2

• 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.

  bayesian-inferencemcmcsgmcmcmachine-learning
  Language:Julia 1