The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data
type: Item
instance of: scholarly article
publication date: 2016-07-11T00:00:00Z
publication date: 2019-05-10T00:00:00Z
arXiv ID: 1607.03188
arXiv classification: stat.CO
arXiv classification: math.PR
Mathematics Subject Classification ID: 65C60
Mathematics Subject Classification ID: 65C05
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 60J25
author: Joris Bierkens
author: Paul Fearnhead
author: Gareth Roberts
author: Gareth O. Roberts
DOI: 10.1214/18-AOS1715
DOI: 10.48550/ARXIV.1607.03188
MaRDI profile type: Publication
title: The zig-zag process and super-efficient sampling for Bayesian analysis of big data
zbMATH Open document ID: 1417.65008
published in: The Annals of Statistics
full work available at URL: https://arxiv.org/abs/1607.03188
full work available at URL: https://projecteuclid.org/euclid.aos/1550026838
zbMATH DE Number: 7053509
zbMATH Keywords: MCMC
zbMATH Keywords: nonreversible Markov process
zbMATH Keywords: piecewise deterministic Markov process
zbMATH Keywords: stochastic gradient Langevin dynamics
zbMATH Keywords: sub-sampling
zbMATH Keywords: exact sampling
OpenAlex ID: W3104370808
Wikidata QID: Q128371771
description: scientific article; zbMATH DE number 7053509
alternative label: The zig-zag process and super-efficient sampling for Bayesian analysis of big data