Certified dimension reduction in nonlinear Bayesian inverse problems

Olivier Zahm, Tiangang Cui, Kody Law +2

We propose a dimension reduction technique for Bayesian inverse problems with nonlinear forward operators, non-Gaussian priors, and non-Gaussian observation noise. The likelihood f…