An Empirical Study of Uncertainty Estimation Techniques for Detecting Drift in Data Streams

Anton Winter, Nicolas Jourdan, Tristan Wirth +2

In safety-critical domains such as autonomous driving and medical diagnosis, the reliability of machine learning models is crucial. One significant challenge to reliability is conc…