Ancestor Sampling for Particle Gibbs

Ancestor Sampling for Particle Gibbs

25 October 2012

Fredrik Lindsten

Michael I. Jordan

Thomas B. Schon

Papers citing "Ancestor Sampling for Particle Gibbs"

11 / 11 papers shown

Title
Learning-Based Optimal Control with Performance Guarantees for Unknown Systems with Latent States Robert Lefringhausen Supitsana Srithasan Armin Lederer Sandra Hirche 20 6 0 31 Mar 2023
Auxiliary MCMC and particle Gibbs samplers for parallelisable inference in latent dynamical systems Adrien Corenflos Simo Särkkä 15 0 0 01 Mar 2023
Nested Variational Inference Heiko Zimmermann Hao Wu Babak Esmaeili Jan-Willem van de Meent BDL 24 20 0 21 Jun 2021
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models Erdun Gao Anton van den Hengel Biwei Huang Clark Glymour CML AI4TS 24 63 0 26 May 2019
$Bayesian inference in non-Markovian state-space models with applications to fractional order systems$ Bayesian inference in non-Markovian state-space models with applications to fractional order systems Pierre E. Jacob S. Alavi A. Mahdi S. Payne David A. Howey 23 21 0 28 Jan 2016
Particle Gibbs for Bayesian Additive Regression Trees Balaji Lakshminarayanan Daniel M. Roy Yee Whye Teh 35 21 0 16 Feb 2015
A framework for studying synaptic plasticity with neural spike train data Scott W. Linderman Christopher H. Stock Ryan P. Adams 40 28 0 14 Nov 2014
Uniform ergodicity of the Particle Gibbs sampler Fredrik Lindsten Randal Douc Eric Moulines 57 54 0 03 Jan 2014
Particle Gibbs with Ancestor Sampling Fredrik Lindsten Michael I. Jordan Thomas B. Schon 63 250 0 03 Jan 2014
Path storage in the particle filter Pierre E. Jacob Lawrence M. Murray Sylvain Rubenthaler 56 61 0 11 Jul 2013
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC R. Frigola Fredrik Lindsten Thomas B. Schon C. Rasmussen 53 147 0 12 Jun 2013