Matthieu Lerasle

18 papers A* 3A 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accelerated convergence of error quantiles using robust randomized quasi Monte Carlo methods.
J. Complex.
Emmanuel Gobet, Matthieu Lerasle, David Métivier
2025 A conf
Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives.
GECCO
Matthieu Lerasle, Abderrahim Bendahi, Adrien Fradin
2025 J jnl
Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives.
CoRR
Abderrahim Bendahi, Adrien Fradin, Matthieu Lerasle
2024 A* conf
Active Ranking and Matchmaking, with Perfect Matchings.
ICML
Hafedh El Ferchichi, Matthieu Lerasle, Vianney Perchet
2024 J jnl
Finite-sample performance of the maximum likelihood estimator in logistic regression.
CoRR
Hugo Chardon, Matthieu Lerasle, Jaouad Mourtada
2023 J jnl
Online Matching in Geometric Random Graphs.
CoRR
Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet
2022 J jnl
Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model.
CoRR
Clara Carlier, Arnaud Franju, Matthieu Lerasle, Mathias Obrebski
2021 J jnl
Aggregated Hold-Out.
J. Mach. Learn. Res.
Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle
2020 J jnl
Correction to: Robust classification via MOM minimization.
Mach. Learn.
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
2020 J jnl
Robust classification via MOM minimization.
Mach. Learn.
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
2019 J jnl
Lecture Notes: Selected topics on robust statistical learning theory.
CoRR
Matthieu Lerasle
2019 A* conf
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means.
ICML
Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué
2019 J jnl
Pair Matching: When bandits meet stochastic block model.
CoRR
Christophe Giraud, Yann Issartel, Luc Lehéricy, Matthieu Lerasle
2018 J jnl
MONK - Outlier-Robust Mean Embedding Estimation by Median-of-Means.
CoRR
Matthieu Lerasle, Zoltán Szabó, Guillaume Lecué, Gaspar Massiot, Eric Moulines
2016 J jnl
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.
J. Mach. Learn. Res.
Sylvain Arlot, Matthieu Lerasle
2016 — conf
Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results.
HPCS
Alexandre Muzy, Matthieu Lerasle, Franck Grammont, Van Toan Dao, David R. C. Hill
2012 J jnl
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.
CoRR
Sylvain Arlot, Matthieu Lerasle
2012 A* conf
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems.
COLT
Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret