Clément Bénard

Statistics

Publications

Citations

170

H-Index

Active since

2020

Affiliations

Laboratoire de Probabilités, Statistique et Modélisation(Current)

École Polytechnique

Safran (France)

Safran Electronics (Canada)

Clément Bénard is an author at Laboratoire de Probabilités, Statistique et Modélisation specializing in engineering, predictive analytics, and data mining.

Top concepts

Data MiningEngineeringData ScienceMachine LearningPredictive AnalyticsForestryManagementStatisticsData ModelingComputer Science

Publications per year

2020–2022

Publications

Mean decrease accuracy for random forests: inconsistency, and a practical solution via the Sobol-MDA

Clément Bénard, Sébastien da Veiga, Erwan Scornet · Biometrika · 2022 · 72 citations

Engineering, Machine Learning, Forest Biometrics +18

SIRUS: Stable and Interpretable RUle Set for classification

Clément Bénard, Gérard Biau, Sébastien da Veiga et al. · Electronic Journal of Statistics · 2021 · 53 citations · Full text

Interpretable Random Forests via Rule Extraction

Clément Bénard, Gérard Biau, Sébastien da Veiga et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

SHAFF: Fast and consistent SHApley eFfect estimates via random Forests

Clément Bénard, Gérard Biau, Sébastien da Veiga et al. · arXiv (Cornell University) · 2021 · 16 citations · Full text

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