Matthieu Lerasle - Concepedia

Author

Matthieu Lerasle

Laboratoire de Mathématiques d'Orsay

Also Known As

Lerasle, M., Lerasle, Matthieu, M. Lerasle, Matthieu Lerasle

Publications

582

Citations

H-Index

Concepts

All Affiliations

Laboratoire de Mathématiques d'Orsay Laboratoire Jean-Alexandre Dieudonné Université Côte d'Azur Centre de Recherche en Économie et Statistique Université Paris-Sud

About

Matthieu Lerasle is an author at Laboratoire de Mathématiques d'Orsay specializing in engineering, statistics, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	268
2	Business	2	2	30
3	Biostatistics	2	2	69
4	Education	1	1	33
5	Child Development	1	1	33

Matthieu Lerasle

Publications

321

Citations

H-Index

Page 1

	Year	Citations
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation Sylvain Arlot, Matthieu Lerasle arXiv (Cornell University) Parameter EstimationDensity EstimationEngineeringMachine LearningUncertainty Quantification	2012	55
Robust empirical mean Estimators Matthieu Lerasle, Roberto I. Oliveira arXiv (Cornell University) Density EstimationEngineeringData ScienceRobust StatisticUncertainty Quantification	2011	52
Optimal change-point detection and localization Nicolas Verzélen, Magalie Fromont, Matthieu Lerasle, The Annals of Statistics Mathematical ProgrammingEngineeringShift DetectionField RoboticsChange Detection	2023	39
Learning from MOM’s principles: Le Cam’s approach Guillaume Lecué, Matthieu Lerasle Stochastic Processes and their Applications Family InvolvementEarly Childhood DevelopmentParentingEducationEarly Childhood Education	2018	33
Robust machine learning by median-of-means: Theory and practice Guillaume Lecué, Matthieu Lerasle The Annals of Statistics EngineeringMachine LearningData ScienceHigh-dimensional MethodUncertainty Quantification	2020	31
Robust statistical learning with Lipschitz and convex loss functions Geoffrey Chinot, Guillaume Lecué, Matthieu Lerasle Probability Theory and Related Fields EngineeringMachine LearningRobust StatisticUncertainty QuantificationRobust Statistical Learning	2019	29
Robust classification via MOM minimization Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu Machine Learning Classification MethodImage AnalysisMachine LearningData ScienceMachine Vision	2020	25
Kernels based tests with non-asymptotic bootstrap approaches for two-sample problem Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, HAL (Le Centre pour la Communication Scientifique Directe) Single Testing ProceduresEconomicsBootstrap ResamplingHigh-dimensional MethodGeneral Symmetric Kernel	2012	20
Why V=5 is enough in V-fold cross-validation Sylvain Arlot, Matthieu Lerasle Parameter EstimationEngineeringHigh-dimensional MethodUncertainty QuantificationBiostatistics	2014	14
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, arXiv (Cornell University) EngineeringMachine LearningMild AssumptionsUnsupervised Machine LearningData Science	2018	13

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