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Louis Wehenkel

From global to local MDI variable importances for random forests and when they are Shapley values

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Nov 03, 2021
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Gradient tree boosting with random output projections for multi-label classification and multi-output regression

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May 18, 2019
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Unit Commitment using Nearest Neighbor as a Short-Term Proxy

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Feb 28, 2018
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Random Subspace with Trees for Feature Selection Under Memory Constraints

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Sep 06, 2017
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Context-dependent feature analysis with random forests

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May 12, 2016
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Random forests with random projections of the output space for high dimensional multi-label classification

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Sep 29, 2014
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Classifying pairs with trees for supervised biological network inference

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Apr 24, 2014
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On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures

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Dec 12, 2012
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Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search

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Aug 23, 2012
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Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case

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Jul 22, 2012
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