Well-calibrated prediction intervals for regression problems. - Nicolas Dewolf; Bernard De Baets; Willem Waegeman (CoRR, 2021)

Valid prediction intervals for regression problems. - Nicolas Dewolf; Bernard De Baets; Willem Waegeman (Artif. Intell. Rev., 2023)

Heteroskedastic conformal regression. - Nicolas Dewolf; Bernard De Baets; Willem Waegeman (CoRR, 2023)

A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning. - Nicolas Dewolf (CoRR, 2024)

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