Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

1 code implementation • 8 Dec 2023 • Philipp Reiser, Javier Enrique Aguilar, Anneli Guthke, Paul-Christian Bürkner

This is a task where the propagation of surrogate uncertainty is especially relevant, because failing to account for it may lead to biased and/or overconfident estimates of the parameters of interest.

Bayesian Inference Uncertainty Quantification