conftrace_

markov chain monte carlo

725 papers

Explore in graph

Also known as

MCMC

Co-occurring keywords

bayesian inference (1907) variational inference (2069) langevin dynamics (128) hamiltonian monte carlo (92) gibbs sampling (201) stochastic gradient (296) mcmc sampling (70) mixing time (70) sampling algorithm (130) gaussian process (1200)

Papers

Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models JMLR 2017
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes JMLR 2017
Stochastic Gradient Monomial Gamma Sampler ICML 2017
Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017
Stochastic Bouncy Particle Sampler ICML 2017
Improving Gibbs Sampler Scan Quality with DoGS ICML 2017
Stochastic Gradient MCMC Methods for Hidden Markov Models ICML 2017
Learning Deep Latent Gaussian Models with Markov Chain Monte Carlo ICML 2017
Measuring Sample Quality with Kernels ICML 2017
Zonotope Hit-and-run for Efficient Sampling from Projection DPPs ICML 2017
Probabilistic Path Hamiltonian Monte Carlo ICML 2017
Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017
A-NICE-MC: Adversarial Training for MCMC NIPS 2017
Variational Inference via $\chi$ Upper Bound Minimization NIPS 2017
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NIPS 2017
On Perturbed Proximal Gradient Algorithms JMLR 2017
Model evidence from nonequilibrium simulations NIPS 2017
Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NIPS 2017
Collapsed variational Bayes for Markov jump processes NIPS 2017
Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent COLT 2017
Annular Augmentation Sampling AISTATS 2017
Removing Phase Transitions from Gibbs Measures AISTATS 2017
Quantifying the accuracy of approximate diffusions and Markov chains AISTATS 2017
Rapid Mixing Swendsen-Wang Sampler for Stochastic Partitioned Attractive Models AISTATS 2017
Markov Chain Truncation for Doubly-Intractable Inference AISTATS 2017