Evaluating the Quality of the Quantified Uncertainty for (Re)Calibration of Data-Driven Regression Models

Jelke Wibbeke, Nico Schönfisch, Sebastian Rohjans +1

In safety-critical applications data-driven models must not only be accurate but also provide reliable uncertainty estimates. This property, commonly referred to as calibration, is…