Erwan Scornet - Concepedia

Author

Erwan Scornet

École Polytechnique ORCID

Also Known As

Erwan Scornet, Malherbe, Emmanuel, Nicolas Prost, Prost, Nicolas, Scornet, Erwan

Publications

5.3K

Citations

H-Index

Concepts

All Affiliations

École Polytechnique Sorbonne Université Centre de Mathématiques Appliquées de l'École polytechnique Centre National de la Recherche Scientifique Laboratoire de Probabilités, Statistique et Modélisation

About

Erwan Scornet is an author at École Polytechnique specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	13	4.4K
2	Data Science	11	12	4.3K
3	Computer Science	8	8	3.8K
4	Artificial Intelligence	6	6	160
5	Management	2	2	51

Erwan Scornet

Publications

5.1K

Citations

H-Index

Page 1

	Year	Citations
A random forest guided tour Gérard Biau, Erwan Scornet Test EngineeringMachine LearningData ScienceData MiningDecision Tree	2016	3.6K
Consistency of random forests Erwan Scornet, Gérard Biau, Jean‐Philippe Vert The Annals of Statistics	2015	545
Random Forests and Kernel Methods Erwan Scornet IEEE Transactions on Information Theory EngineeringMachine LearningKerf EstimatesEnsemble MethodsData Science	2016	286
Tuning parameters in random forests Erwan Scornet ESAIM Proceedings and Surveys EngineeringMachine LearningModel TuningData ScienceData Mining	2017	146
On the asymptotics of random forests Erwan Scornet Journal of Multivariate Analysis EngineeringDecision TreeRandom MappingDecision Tree LearningRandom Forests	2015	85
Mean decrease accuracy for random forests: inconsistency, and a practical solution via the Sobol-MDA Clément Bénard, Sébastien da Veiga, Erwan Scornet Biometrika EngineeringMachine LearningForest BiometricsForestryVariable Selection	2022	72
SIRUS: Stable and Interpretable RUle Set for classification Clément Bénard, Gérard Biau, Sébastien da Veiga, Electronic Journal of Statistics	2021	53
Rejoinder on: A random forest guided tour Gérard Biau, Erwan Scornet Test Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2016	51
Impact of subsampling and tree depth on random forests Roxane Duroux, Erwan Scornet ESAIM Probability and Statistics EngineeringMachine LearningForest BiometricsForestrySubsampling Rate	2018	35
AMF: Aggregated Mondrian Forests for Online Learning Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet Journal of the Royal Statistical Society Series B (Statistical Methodology)	2021	30

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