Louis Wehenkel

Full Professor, University of Liège

Joined

July 2019

Louis Wehenkel

****@ulg.ac.be (Confirmed)

Full Professor

University of Liège (uliege.be)

1998 – Present

No relations added

No areas of expertise listed

From global to local MDI variable importances for random forests and when they are Shapley values
Antonio Sutera, Gilles Louppe, Van Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Understanding variable importances in forests of randomized trees
Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts
- 2013 (modified: 17 May 2025)
- NIPS 2013
- Readers: Everyone
Gradient boosting for kernelized output spaces
Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc
- 2007 (modified: 11 Nov 2022)
- ICML 2007
- Readers: Everyone
Kernelizing the output of tree-based methods
Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc
- 2006 (modified: 11 Nov 2022)
- ICML 2006
- Readers: Everyone
Closed-form dual perturb and combine for tree-based models
Pierre Geurts, Louis Wehenkel
- 2005 (modified: 11 Nov 2022)
- ICML 2005
- Readers: Everyone
Random Subwindows for Robust Image Classification
Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel
- 2005 (modified: 11 Nov 2022)
- CVPR (1) 2005
- Readers: Everyone