On log-concave approximations of high-dimensional posterior measures and stability properties in non-linear inverse problems

Jan Bohr, Richard Nickl

The problem of efficiently generating random samples from high-dimensional and non-log-concave posterior measures arising from nonlinear regression problems is considered. Extendin…