Faster MCMC for Gaussian Latent Position Network Models

Faster MCMC for Gaussian Latent Position Network Models

13 June 2020

Neil A. Spencer

Papers citing "Faster MCMC for Gaussian Latent Position Network Models"

18 / 18 papers shown

Title
Selecting the Metric in Hamiltonian Monte Carlo Benjamin B. Bales A. Pourzanjani Aki Vehtari Linda R. Petzold 10 6 0 28 May 2019
Efficient sampling for Gaussian linear regression with arbitrary priors P. R. Hahn Jingyu He H. Lopes 31 32 0 14 Jun 2018
Computationally efficient inference for latent position network models Riccardo Rastelli Florian Maire Nial Friel 17 16 0 06 Apr 2018
Projective, Sparse, and Learnable Latent Position Network Models Neil A. Spencer C. Shalizi 28 3 0 27 Sep 2017
Rapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions Oren Mangoubi Aaron Smith 94 106 0 23 Aug 2017
Bayesian latent structure discovery from multi-neuron recordings Scott W. Linderman Ryan P. Adams Jonathan W. Pillow 29 54 0 26 Oct 2016
On the application of higher order symplectic integrators in Hamiltonian Monte Carlo Janne Mannseth T. S. Kleppe H. Skaug 33 3 0 25 Aug 2016
On the Geometric Ergodicity of Hamiltonian Monte Carlo Samuel Livingstone M. Betancourt Simon Byrne Mark Girolami 82 116 0 29 Jan 2016
Identifying the Optimal Integration Time in Hamiltonian Monte Carlo M. Betancourt 25 37 0 02 Jan 2016
Firefly Monte Carlo: Exact MCMC with Subsets of Data D. Maclaurin Ryan P. Adams 117 179 0 22 Mar 2014
Exact Hamiltonian Monte Carlo for Truncated Multivariate Gaussians Ari Pakman Liam Paninski 64 221 0 20 Aug 2012
MCMC using Hamiltonian dynamics Radford M. Neal 282 3,278 0 09 Jun 2012
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 131 4,275 0 18 Nov 2011
Split Hamiltonian Monte Carlo Babak Shahbaba Shiwei Lan W. Johnson Radford M. Neal 127 92 0 29 Jun 2011
Elliptical slice sampling Iain Murray Ryan P. Adams D. MacKay 111 465 0 31 Dec 2009
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 143 980 0 29 Dec 2009
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 60 2,070 0 04 Nov 2008
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 259 2,117 0 30 May 2007