Low-rank computation of posterior covariance matrices in Bayesian inverse problems

Peter Benner, Yue Qiu, Martin Stoll

We consider the problem of estimating the uncertainty in statistical inverse problems using Bayesian inference. When the probability density of the noise and the prior are Gaussian…