Concepedia

Gilles Louppe

GL

45

Publications

6.4K

Citations

25

H-Index

2010

Active since

Affiliations

University of Liège(Current)

New York University

Federico Santa María Technical University

University of Amsterdam

Commissariat à l'Énergie Atomique et aux Énergies Alternatives

Gilles Louppe is an author at University of Liège specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceStatisticsStatistical InferenceArtificial IntelligenceData MiningBayesian InferenceKnowledge Discovery

Publications per year

2010–2023

45

Publications

45

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 1.8K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Understanding variable importances in forests of randomized trees

Gilles Louppe, Louis Wehenkel, Antonio Sutera et al. · Open Repository and Bibliography (University of Liège) · 2013 · 802 citations · Full text

Gaël Varoquaux, Lars Buitinck, Gilles Louppe et al. · GetMobile Mobile Computing and Communications · 2015 · 665 citations

Artificial Intelligence, Engineering, Machine Learning +12

Understanding Random Forests: From Theory to Practice

Gilles Louppe · arXiv (Cornell University) · 2014 · 594 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Robust EEG-based cross-site and cross-protocol classification of states of consciousness

Denis A. Engemann, Federico Raimondo, Jean-Rémi King et al. · Brain · 2018 · 307 citations · Full text

Machine Learning, Electroencephalography, Social Sciences +28

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