Hyperparameter Selection via Early Stopping for Bayesian Semilinear PDEs

Maia Tienstra, Gottfried Hastermann

We provide a data-driven method for choosing the scale of a Gaussian prior for non-linear Bayesian inverse problems arising from semilinear PDEs. Following \cite{koers2024}, the no…