Sutera, Antonio

4 publications

NeurIPS 2021 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

AISTATS 2018 Random Subspace with Trees for Feature Selection Under Memory Constraints Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts

UAI 2016 Context-Dependent Feature Analysis with Random Forests Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts

NeurIPS 2013 Understanding Variable Importances in Forests of Randomized Trees Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts