Gilles Louppe - Concepedia

Author

Gilles Louppe

Also Known As

Absil, Olivier, G Louppe, G. Louppe, Gilles Louppe, Gramfort, Alexandre, Kagan, Michael, Louppe, G., Louppe, Gilles, O. Absil, Sullivan, Danny

187

Publications

Citations

H-Index

103

Concepts

All Affiliations

University of Liège New York University Federico Santa María Technical University University of Amsterdam Commissariat à l'Énergie Atomique et aux Énergies Alternatives

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	23	3.9K
2	Management	5	5	2.6K
3	Medicine	3	3	404
4	Education	1	1	20
5	Natural Sciences	1	1	21

Gilles Louppe

Publications

6.4K

Citations

H-Index

Page 1

	Year	Citations
API design for machine learning software: experiences from the scikit-learn project Lars Buitinck, Gilles Louppe, Mathieu Blondel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningElegant InterfaceApi Design	2013	1.8K
Understanding variable importances in forests of randomized trees Gilles Louppe, Louis Wehenkel, Antonio Sutera, Open Repository and Bibliography (University of Liège)	2013	802
Scikit-learn Gaël Varoquaux, Lars Buitinck, Gilles Louppe, GetMobile Mobile Computing and Communications Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2015	665
Understanding Random Forests: From Theory to Practice Gilles Louppe arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolComplexity	2014	594
Robust EEG-based cross-site and cross-protocol classification of states of consciousness Denis A. Engemann, Federico Raimondo, Jean-Rémi King, Brain Machine LearningElectroencephalographySocial SciencesDisorders Of ConsciousnessData Science	2018	307
Machine Learning in High Energy Physics Community White Paper Kim Albertsson, Piero Altoè, Dustin Anderson, Journal of Physics Conference Series	2018	220
Collaborative analysis of multi-gigapixel imaging data using Cytomine Raphaël Marée, Loïc Rollus, Benjamin H. Stevens, Bioinformatics	2016	191
Mining gold from implicit models to improve likelihood-free inference Johann Brehmer, Gilles Louppe, Juan Pavez, Proceedings of the National Academy of Sciences	2020	161
Constraining Effective Field Theories with Machine Learning Johann Brehmer, Kyle Cranmer, Gilles Louppe, Physical Review Letters Artificial IntelligenceCollider PhysicEffective Field TheoriesMachine LearningEngineering	2018	153
API design for machine learning software: experiences from the scikit-learn project Lars Buitinck, Gilles Louppe, Mathieu Blondel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningElegant InterfaceApi Design	2013	151

Page 1