Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation

Julianne Chung, Scot M. Miller, Malena Sabate Landman +1

In Bayesian inverse problems, it is common to consider several hyperparameters that define the prior and the noise model that must be estimated from the data. In particular, we are…