Louis Wehenkel
5 papers · 2005–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (16) π Cross-Pollinator (7) π Interdisciplinary Bridge
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Keyword Trendsetter Combo
(6)
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Keyword Champion
π±
Topic Pioneer
π
Trend Setter
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Conference Pioneer
Conferences
AISTATS (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
feature selection
(3)
feature relevance
(2)
tree-based method
(2)
variable importance
(2)
random forest
(2)
mean decrease impurity
(2)
feature interaction
(1)
tree-based ensemble
(1)
high-dimensional datum
(1)
policy extraction
(1)
control policy
(1)
monte carlo method
(1)
shapley value
(1)
random subspace
(1)
regression tree
(1)
model-free learning
(1)
closed-loop control
(1)
q-function approximation
(1)
batch mode reinforcement learning
(1)
reinforcement learning
(1)
Papers
From global to local MDI variable importances for random forests and when they are Shapley values
NIPS 2021
Random Subspace with Trees for Feature Selection Under Memory Constraints
AISTATS 2018
Understanding variable importances in forests of randomized trees
NIPS 2013
Model-Free Monte Carlo-like Policy Evaluation
AISTATS 2010
Tree-Based Batch Mode Reinforcement Learning
JMLR 2005