Nicolas Dewolf

According to our database, Nicolas Dewolf authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction.

Morteza Rakhshaninejad, Mira Jürgens, Nicolas Dewolf, Willem Waegeman

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

2024

A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning.

Nicolas Dewolf

CoRR, 2024

2023

Heteroskedastic conformal regression.

Nicolas Dewolf, Bernard De Baets, Willem Waegeman

CoRR, 2023

Valid prediction intervals for regression problems.

Nicolas Dewolf, Bernard De Baets, Willem Waegeman

Artif. Intell. Rev., 2023

2021

Well-calibrated prediction intervals for regression problems.

Nicolas Dewolf, Bernard De Baets, Willem Waegeman

CoRR, 2021