Change of Measure for Bayesian Field Inversion with Hierarchical Hyperparameters Sampling

Nadège Polette, Olivier Le Maître, Pierre Sochala +1

This paper proposes an effective treatment of hyperparameters in the Bayesian inference of a scalar field from indirect observations. Obtaining the joint posterior distribution of…