Dimension-Robust MCMC in Bayesian Inverse Problems

9 March 2018

Papers citing "Dimension-Robust MCMC in Bayesian Inverse Problems"

6 / 6 papers shown

Title
Dimension-independent Markov chain Monte Carlo on the sphere H. Lie Daniel Rudolf Björn Sprungk T. Sullivan 32 6 0 22 Dec 2021
Bayesian neural network priors for edge-preserving inversion Chen Li Matthew M. Dunlop G. Stadler 22 12 0 20 Dec 2021
Non-Stationary Multi-layered Gaussian Priors for Bayesian Inversion M. Emzir Sari Lasanen Z. Purisha L. Roininen Simo Särkkä 24 9 0 28 Jun 2020
Optimal Scaling of Random-Walk Metropolis Algorithms on General Target Distributions Jun Yang Gareth O. Roberts Jeffrey S. Rosenthal OT 24 28 0 27 Apr 2019
Scalable optimization-based sampling on function space Johnathan M. Bardsley Tiangang Cui Youssef Marzouk Zheng Wang 27 17 0 03 Mar 2019
Posterior Inference for Sparse Hierarchical Non-stationary Models K. Monterrubio-Gómez L. Roininen S. Wade Theo Damoulas Mark Girolami 31 27 0 04 Apr 2018