The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data

11 July 2016

Papers citing "The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data"

20 / 20 papers shown

Title
Cores for Piecewise-Deterministic Markov Processes used in Markov Chain Monte Carlo P. Holderrieth 58 10 0 20 Oct 2019
A novel algorithmic approach to Bayesian Logic Regression A. Hubin G. Storvik F. Frommlet 59 16 0 22 May 2017
Exponential Ergodicity of the Bouncy Particle Sampler George Deligiannidis Alexandre Bouchard-Côté Arnaud Doucet 65 49 0 12 May 2017
Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo Paul Fearnhead J. Bierkens M. Pollock Gareth O. Roberts 44 108 0 23 Nov 2016
Stochastic Bouncy Particle Sampler Ari Pakman D. Gilboa David Carlson Liam Paninski 45 32 0 03 Sep 2016
Quantifying the accuracy of approximate diffusions and Markov chains Jonathan H. Huggins James Zou 78 29 0 20 May 2016
Simple, Scalable and Accurate Posterior Interval Estimation Cheng Li Sanvesh Srivastava David B. Dunson 64 56 0 13 May 2016
The Bouncy Particle Sampler: A Non-Reversible Rejection-Free Markov Chain Monte Carlo Method Alexandre Bouchard-Côté Sebastian J. Vollmer Arnaud Doucet 67 237 0 08 Oct 2015
A Complete Recipe for Stochastic Gradient MCMC Yian Ma Tianqi Chen E. Fox BDL SyDa 62 486 0 15 Jun 2015
On Markov chain Monte Carlo methods for tall data Rémi Bardenet Arnaud Doucet Chris Holmes 71 279 0 11 May 2015
(Non-) asymptotic properties of Stochastic Gradient Langevin Dynamics Sebastian J. Vollmer K. Zygalakis and Yee Whye Teh 78 49 0 02 Jan 2015
Consistency and fluctuations for stochastic gradient Langevin dynamics Yee Whye Teh Alexandre Hoang Thiery Sebastian J. Vollmer 70 235 0 01 Sep 2014
Speeding Up MCMC by Efficient Data Subsampling M. Quiroz Robert Kohn M. Villani Minh-Ngoc Tran 87 175 0 16 Apr 2014
Firefly Monte Carlo: Exact MCMC with Subsets of Data D. Maclaurin Ryan P. Adams 140 179 0 22 Mar 2014
Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker Sanvesh Srivastava Lizhen Lin David B. Dunson 99 110 0 11 Mar 2014
Parallelizing MCMC via Weierstrass Sampler Xiangyu Wang David B. Dunson 91 138 0 17 Dec 2013
Asymptotically Exact, Embarrassingly Parallel MCMC Willie Neiswanger Chong-Jun Wang Eric Xing FedML 83 330 0 19 Nov 2013
On nonnegative unbiased estimators Pierre E. Jacob Alexandre Hoang Thiery 106 67 0 25 Sep 2013
MCMC using Hamiltonian dynamics Radford M. Neal 292 3,279 0 09 Jun 2012
The pseudo-marginal approach for efficient Monte Carlo computations Christophe Andrieu Gareth O. Roberts 179 895 0 31 Mar 2009