1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.CO2015
Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics
Isabell M. Franck, P. S. Koutsourelakis
This paper is concerned with the numerical solution of model-based, Bayesian inverse problems. We are particularly interested in cases where the cost of each likelihood evaluation…
stat.AP2014★ 1 cited
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…