Efficient iterative methods for hyperparameter estimation in large-scale linear inverse problems

Khalil A Hall-Hooper, Arvind K Saibaba, Julianne Chung +1

We study Bayesian methods for large-scale linear inverse problems, focusing on the challenging task of hyperparameter estimation. Typical hierarchical Bayesian formulations that fo…