Sparse Variational Bayesian Approximations for Nonlinear Inverse Problems: applications in nonlinear elastography

Isabell M. Franck, P. S. Koutsourelakis

This paper presents an efficient Bayesian framework for solving nonlinear, high-dimensional model calibration problems. It is based on a Variational Bayesian formulation that aims…