Matthieu Lerasle

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 11

Top Topics

Robust Classification

Density Estimates

Learning Theory

Top Venues

J. Mach. Learn. Res.

Publications

Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet
Online Matching in Geometric Random Graphs. CoRR (2023)
Clara Carlier, Arnaud Franju, Matthieu Lerasle, Mathias Obrebski
Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model. CoRR (2022)
Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle
Aggregated Hold-Out. J. Mach. Learn. Res. 22 (2021)
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
Robust classification via MOM minimization. Mach. Learn. 109 (8) (2020)
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
Correction to: Robust classification via MOM minimization. Mach. Learn. 109 (8) (2020)
Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means. ICML (2019)
Christophe Giraud, Yann Issartel, Luc Lehéricy, Matthieu Lerasle
Pair Matching: When bandits meet stochastic block model. CoRR (2019)
Matthieu Lerasle
Lecture Notes: Selected topics on robust statistical learning theory. CoRR (2019)
Matthieu Lerasle, Zoltán Szabó, Guillaume Lecué, Gaspar Massiot, Eric Moulines
MONK - Outlier-Robust Mean Embedding Estimation by Median-of-Means. CoRR (2018)
Alexandre Muzy, Matthieu Lerasle, Franck Grammont, Van Toan Dao, David R. C. Hill
Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results. HPCS (2016)
Sylvain Arlot, Matthieu Lerasle
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. J. Mach. Learn. Res. 17 (2016)
Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems. COLT (2012)
Sylvain Arlot, Matthieu Lerasle
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. CoRR (2012)