Matthieu Lerasle
Matthieu Lerasle
Chargé de recherche, Laboratoire de mathématiques d'Orsay
Verifierad e-postadress på math.u-psud.fr - Startsida
TitelCiteras avÅr
Sub-Gaussian mean estimators
L Devroye, M Lerasle, G Lugosi, RI Oliveira
The Annals of Statistics 44 (6), 2695-2725, 2016
742016
Robust empirical mean estimators
M Lerasle, RI Oliveira
arXiv preprint arXiv:1112.3914, 2011
502011
Optimal model selection in density estimation
M Lerasle
Annales de l'IHP Probabilités et statistiques 48 (3), 884-908, 2012
392012
Choice of V for V-fold cross-validation in least-squares density estimation
S Arlot, M Lerasle
The Journal of Machine Learning Research 17 (1), 7256-7305, 2016
31*2016
Kernels based tests with non-asymptotic bootstrap approaches for two-sample problems
M Fromont, M Lerasle, P Reynaud-Bouret
Conference on Learning Theory, 23.1-23.23, 2012
312012
Robust machine learning by median-of-means: theory and practice
G Lecué, M Lerasle
arXiv preprint arXiv:1711.10306, 2017
262017
Optimal model selection for density estimation of stationary data under various mixing conditions
M Lerasle
The Annals of Statistics 39 (4), 1852-1877, 2011
252011
Learning from MOM’s principles: Le Cam’s approach
G Lecué, M Lerasle
Stochastic Processes and their applications 129 (11), 4385-4410, 2019
182019
Robust classification via mom minimization
G Lecué, M Lerasle, T Mathieu
arXiv preprint arXiv:1808.03106, 2018
152018
Why V= 5 is enough in V-fold cross-validation
S Arlot, M Lerasle
arXiv preprint arXiv:1210.5830, 2012
122012
Adaptive density estimation of stationary β-mixing and τ-mixing processes
M Lerasle
Mathematical Methods of statistics 18 (1), 59-83, 2009
112009
Optimal kernel selection for density estimation
M Lerasle, NM Magalhães, P Reynaud-Bouret
High Dimensional Probability VII, 425-460, 2016
102016
Markov approximation of chains of infinite order in the -metric
S Gallo, M Lerasle, DY Takahashi
102013
Optimal model selection in density estimation, 2009
M Lerasle
arXiv preprint arXiv:0910.1654 270, 0
9
The number of potential winners in Bradley–Terry model in random environment
R Chetrite, R Diel, M Lerasle
The Annals of Applied Probability 27 (3), 1372-1394, 2017
82017
Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields
M Lerasle, DY Takahashi
Bernoulli 22 (1), 325-344, 2016
82016
Rééchantillonnage et sélection de modèles optimale pour l’estimation de la densité de variables indépendantes ou mélangeantes
M Lerasle
PhD thesis, Toulouse, 2009
82009
Non parametric estimation for random walks in random environment
R Diel, M Lerasle
Stochastic Processes and their Applications 128 (1), 132-155, 2018
62018
Family-wise separation rates for multiple testing
M Fromont, M Lerasle, P Reynaud-Bouret
The Annals of Statistics 44 (6), 2533-2563, 2016
62016
An oracle approach for interaction neighborhood estimation in random fields
M Lerasle, DY Takahashi
Electronic Journal of Statistics 5, 534-571, 2011
62011
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Artiklar 1–20