Matthieu Lerasle

According to our database, Matthieu Lerasle authored at least 16 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Online Matching in Geometric Random Graphs.

Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet

Math. Oper. Res., 2026

Accelerated convergence of error quantiles using robust randomized quasi Monte Carlo methods.

Emmanuel Gobet, Matthieu Lerasle, David Métivier

J. Complex., 2026

2025

Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives.

Matthieu Lerasle, Abderrahim Bendahi, Adrien Fradin

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

2024

Finite-sample performance of the maximum likelihood estimator in logistic regression.

Hugo Chardon, Matthieu Lerasle, Jaouad Mourtada

CoRR, 2024

Active Ranking and Matchmaking, with Perfect Matchings.

Hafedh El Ferchichi, Matthieu Lerasle, Vianney Perchet

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model.

Clara Carlier, Arnaud Franju, Matthieu Lerasle, Mathias Obrebski

CoRR, 2022

2021

Aggregated Hold-Out.

Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle

J. Mach. Learn. Res., 2021

2020

Correction to: Robust classification via MOM minimization.

Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu

Mach. Learn., 2020

Robust classification via MOM minimization.

Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu

Mach. Learn., 2020

2019

Lecture Notes: Selected topics on robust statistical learning theory.

Matthieu Lerasle

CoRR, 2019

Pair Matching: When bandits meet stochastic block model.

Christophe Giraud, Yann Issartel, Luc Lehéricy, Matthieu Lerasle

CoRR, 2019

MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means.

Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

MONK - Outlier-Robust Mean Embedding Estimation by Median-of-Means.

Matthieu Lerasle, Zoltán Szabó, Guillaume Lecué, Gaspar Massiot, Eric Moulines

CoRR, 2018

2016

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

Sylvain Arlot, Matthieu Lerasle

J. Mach. Learn. Res., 2016

Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results.

Alexandre Muzy, Matthieu Lerasle, Franck Grammont, Van Toan Dao, David R. C. Hill

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

2012

Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems.

Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret

Proceedings of the COLT 2012, 2012