Merging MCMC Subposteriors through Gaussian-Process Approximations

27 May 2016

Papers citing "Merging MCMC Subposteriors through Gaussian-Process Approximations"

9 / 9 papers shown

Title
Parallelizing MCMC with Random Partition Trees Xiangyu Wang Fangjian Guo Katherine A. Heller David B. Dunson 65 75 0 10 Jun 2015
Consistency and fluctuations for stochastic gradient Langevin dynamics Yee Whye Teh Alexandre Hoang Thiery Sebastian J. Vollmer 40 231 0 01 Sep 2014
Speeding Up MCMC by Efficient Data Subsampling M. Quiroz Robert Kohn M. Villani Minh-Ngoc Tran 65 174 0 16 Apr 2014
Firefly Monte Carlo: Exact MCMC with Subsets of Data D. Maclaurin Ryan P. Adams 117 179 0 22 Mar 2014
Stochastic Gradient Hamiltonian Monte Carlo Tianqi Chen E. Fox Carlos Guestrin BDL 57 902 0 17 Feb 2014
Parallelizing MCMC via Weierstrass Sampler Xiangyu Wang David B. Dunson 56 137 0 17 Dec 2013
Asymptotically Exact, Embarrassingly Parallel MCMC Willie Neiswanger Chong-Jun Wang Eric Xing FedML 61 330 0 19 Nov 2013
Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers Ziyun Wang S. Mohamed Nando de Freitas 137 56 0 25 Feb 2013
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 128 4,275 0 18 Nov 2011