Sample continuation in Bayesian hierarchical model via variational inference

Yucong Liu, Zilai Si, Alexander Strang

Posterior distributions arising in ill-posed Bayesian inverse problems are often both analytically intractable and highly sensitive to parameters of the chosen prior family. We aim…