Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? - Mira Jürgens; Nis Meinert; Viktor Bengs; Eyke Hüllermeier; Willem Waegeman (ICML, 2024)

Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction. - Morteza Rakhshaninejad; Mira Jürgens; Nicolas Dewolf; Willem Waegeman (COPA, 2025)

Why Machine Learning Models Fail to Fully Capture Epistemic Uncertainty. - Sebastián Jiménez; Mira Jürgens; Willem Waegeman (CoRR, 2025)

A calibration test for evaluating set-based epistemic uncertainty representations. - Mira Jürgens; Thomas Mortier; Eyke Hüllermeier; Viktor Bengs; Willem Waegeman (Mach. Learn., 2025)