Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift

Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz +4

For many applications, analyzing the uncertainty of a machine learning model is indispensable. While research of uncertainty quantification (UQ) techniques is very advanced for com…