Matthieu Lerasle

Centre National de la Recherche Scientifique — France

Mathematics · Physical Sciences

12h-index582citations70works0.42yr avg
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Research Topics

Statistical Methods and Inference(34), Advanced Statistical Methods and Models(15), Bayesian Methods and Mixture Models(14), Stochastic processes and statistical mechanics(11), Control Systems and Identification(9)

Publications70 total

Accelerated convergence of error quantiles using robust randomized quasi Monte Carlo methods
Journal of Complexity·2025· 1 cited
Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives
Proceedings of the Genetic and Evolutionary Computation Conference·2025Open Access
Inference via Robust Optimal Transportation: Theory and Methods
International Statistical Review·2025· 1 cited
Online Matching in Geometric Random Graphs
Mathematics of Operations Research·2025· 1 cited
On the robustness of the minimim ℓ2 interpolator
Bernoulli·2025
Finite-sample performance of the maximum likelihood estimator in logistic regression
ArXiv.org·2024Open Access
Pair-matching: Link prediction with adaptive queries
Mathematical Statistics and Learning·2024Open Access
Active Ranking and Matchmaking, with Perfect Matchings
SPIRE - Sciences Po Institutional REpository·2024Open Access
The Robust Randomized Quasi Monte Carlo method, applications to integrating singular functions
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Optimal change-point detection and localization
The Annals of Statistics·2023· 39 citedOpen Access
Online Matching in Geometric Random Graphs
arXiv (Cornell University)·2023· 1 citedOpen Access
Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model
arXiv (Cornell University)·2022Open Access
Mean estimation for Randomized Quasi Monte Carlo method
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 4 citedOpen Access
On the robustness of the minimim l2 interpolator
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Optimal Change-Point Detection and Localization
arXiv (Cornell University)·2020· 8 citedOpen Access
Learning the distribution of latent variables in paired comparison models with round-robin scheduling
Bernoulli·2020· 1 citedOpen Access
Correction to: Robust classification via MOM minimization
Machine Learning·2020· 1 citedOpen Access
Robust classification via MOM minimization
Machine Learning·2020· 25 citedOpen Access
Robust machine learning by median-of-means: Theory and practice
The Annals of Statistics·2020· 31 citedOpen Access
Benign overfitting in the large deviation regime
arXiv (Cornell University)·2020· 9 citedOpen Access
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Frequent Co-authors

Guillaume Lecué(9), Patricia Reynaud-Bouret(5), Magalie Fromont(4), Roland Diel(4), Éric Moulines(4), Sylvain Arlot(3), Geoffrey Chinot(3), Timothée Mathieu(3), Daniel Y. Takahashi(3), Sandro Gallo(3), Sylvain Le Corff(3), Elodie Vernet(3), Antoine Havet(3), Roberto I. Oliveira(2), Nicolas Verzélen(2), Zoltán Szabó(2), Raphaël Chétrite(2), Emmanuel Gobet(2), David Métivier(2), Flore Sentenac(2)