An Efficient Bayesian Framework for Uncertainty Quantification in Nonlinear Imaging Inverse Problems

Anuj Abhishek, Sakshi Arya, Madhu Gupta

Bayesian methods provide a natural framework for estimating a parameter in non-linear inverse problems and quantifying uncertainty in the estimation. However, when the forward mode…