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All publications by Louis Wehenkel
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Understanding variable importances in forests of randomized trees
Gilles Louppe, Louis Wehenkel, Antonio Sutera and Pierre Geurts
Advances in Neural Information Processing Systems 26, 2013


Model-Free Monte Carlo-like Policy Evaluation
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel and Damien Ernst
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Gradient boosting for kernelized output spaces
Pierre Geurts, Louis Wehenkel and Florence D'alché-buc
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Kernelizing the output of tree-based methods
Pierre Geurts, Louis Wehenkel and Florence D'alché-buc
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Closed-form dual perturb and combine for tree-based models
Pierre Geurts and Louis Wehenkel
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Tree-Based Batch Mode Reinforcement Learning
Damien Ernst, Pierre Geurts and Louis Wehenkel
Journal of Machine Learning Research, 2005