Concepedia

Matthieu Lerasle

ML

11

Publications

321

Citations

10

H-Index

2011

Active since

Affiliations

Laboratoire de Mathématiques d'Orsay(Current)

Laboratoire Jean-Alexandre Dieudonné

Université Côte d'Azur

Centre de Recherche en Économie et Statistique

Université Paris-Sud

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

Top concepts

EngineeringStatisticsStatistical InferenceEstimation TheoryMachine LearningUncertainty QuantificationData ScienceBusinessBiostatisticsImage Analysis

Publications per year

2011–2023

11

Publications

11

Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation

Sylvain Arlot, Matthieu Lerasle · arXiv (Cornell University) · 2012 · 55 citations · Full text

Parameter Estimation, Density Estimation, Engineering +13

Robust empirical mean Estimators

Matthieu Lerasle, Roberto I. Oliveira · arXiv (Cornell University) · 2011 · 52 citations · Full text

Density Estimation, Engineering, Data Science +11

Optimal change-point detection and localization

Nicolas Verzélen, Magalie Fromont, Matthieu Lerasle et al. · The Annals of Statistics · 2023 · 39 citations · Full text

Mathematical Programming, Engineering, Shift Detection +18

Learning from MOM’s principles: Le Cam’s approach

Guillaume Lecué, Matthieu Lerasle · Stochastic Processes and their Applications · 2018 · 33 citations · Full text

Family Involvement, Early Childhood Development, Parenting +4

Robust machine learning by median-of-means: Theory and practice

Guillaume Lecué, Matthieu Lerasle · The Annals of Statistics · 2020 · 31 citations · Full text

Engineering, Machine Learning, Data Science +14

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