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2020 – today
- 2024
[c4]Hafedh El Ferchichi, Matthieu Lerasle, Vianney Perchet:
Active Ranking and Matchmaking, with Perfect Matchings. ICML 2024- 2023
- [i6]Flore Sentenac, Nathan Noiry, Matthieu Lerasle, Laurent Ménard, Vianney Perchet:
Online Matching in Geometric Random Graphs. CoRR abs/2306.07891 (2023) - 2022
- [i5]Clara Carlier, Arnaud Franju, Matthieu Lerasle, Mathias Obrebski:
Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model. CoRR abs/2212.07918 (2022) - 2021
- [j4]Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle:
Aggregated Hold-Out. J. Mach. Learn. Res. 22: 20:1-20:55 (2021) - 2020
- [j3]Guillaume Lecué
, Matthieu Lerasle, Timothée Mathieu:
Robust classification via MOM minimization. Mach. Learn. 109(8): 1635-1665 (2020) - [j2]Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu:
Correction to: Robust classification via MOM minimization. Mach. Learn. 109(8): 1667 (2020)
2010 – 2019
- 2019
- [c3]Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué:
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means. ICML 2019: 3782-3793 - [i4]Christophe Giraud, Yann Issartel, Luc Lehéricy, Matthieu Lerasle:
Pair Matching: When bandits meet stochastic block model. CoRR abs/1905.07342 (2019) - [i3]Matthieu Lerasle:
Lecture Notes: Selected topics on robust statistical learning theory. CoRR abs/1908.10761 (2019) - 2018
- [i2]Matthieu Lerasle, Zoltán Szabó, Guillaume Lecué, Gaspar Massiot, Eric Moulines:
MONK - Outlier-Robust Mean Embedding Estimation by Median-of-Means. CoRR abs/1802.04784 (2018) - 2016
- [j1]Sylvain Arlot, Matthieu Lerasle:
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. J. Mach. Learn. Res. 17: 208:1-208:50 (2016) - [c2]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: 925-934 - 2012
- [c1]Magalie Fromont, Béatrice Laurent, Matthieu Lerasle, Patricia Reynaud-Bouret:
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems. COLT 2012: 23.1-23.23 - [i1]Sylvain Arlot, Matthieu Lerasle:
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. CoRR abs/1210.5830 (2012)
Coauthor Index
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