Dimension-Robust MCMC in Bayesian Inverse Problems

Victor Chen, Matthew M. Dunlop, Omiros Papaspiliopoulos +1

The methodology developed in this article is motivated by a wide range of prediction and uncertainty quantification problems that arise in Statistics, Machine Learning and Applied…