Nicolas Dewolf

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Regression Problems

Top Venues

Artif. Intell. Rev.

Publications

Nicolas Dewolf
A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning. CoRR (2024)
Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Valid prediction intervals for regression problems. Artif. Intell. Rev. 56 (1) (2023)
Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Heteroskedastic conformal regression. CoRR (2023)
Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Well-calibrated prediction intervals for regression problems. CoRR (2021)