Bayesian inversion with Student's t priors based on Gaussian scale mixtures

Angelina Senchukova, Felipe Uribe, Lassi Roininen

Many inverse problems focus on recovering a quantity of interest that is a priori known to exhibit either discontinuous or smooth behavior. Within the Bayesian approach to inverse…