Alain Celisse

According to our database, Alain Celisse authored at least 12 papers between 2008 and 2023.

Collaborative distances:

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

2023

MLGL: An <i>R</i> Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso.

Quentin Grimonprez, Samuel Blanck, Alain Celisse, Guillemette Marot

J. Stat. Softw., 2023

2021

Analyzing the discrepancy principle for kernelized spectral filter learning algorithms.

Alain Celisse, Martin Wahl

J. Mach. Learn. Res., 2021

2020

Minimum discrepancy principle strategy for choosing k in k-NN regression.

Yaroslav Averyanov, Alain Celisse

CoRR, 2020

Early stopping and polynomial smoothing in regression with reproducing kernels.

Yaroslav Averyanov, Alain Celisse

CoRR, 2020

2019

A Kernel Multiple Change-point Algorithm via Model Selection.

Sylvain Arlot, Alain Celisse, Zaïd Harchaoui

J. Mach. Learn. Res., 2019

2018

Theoretical Analysis of Cross-Validation for Estimating the Risk of the $k$-Nearest Neighbor Classifier.

Alain Celisse, Tristan Mary-Huard

J. Mach. Learn. Res., 2018

New efficient algorithms for multiple change-point detection with reproducing kernels.

Alain Celisse, Guillemette Marot, Morgane Pierre-Jean, Guillem Rigaill

Comput. Stat. Data Anal., 2018

2014

MPAgenomics: an R package for multi-patient analysis of genomic markers.

Quentin Grimonprez, Alain Celisse, Samuel Blanck, Meyling Cheok, Martin Figeac, Guillemette Marot

BMC Bioinform., 2014

2011

Segmentation of the mean of heteroscedastic data via cross-validation.

Sylvain Arlot, Alain Celisse

Stat. Comput., 2011

2009

Kerfdr: a semi-parametric kernel-based approach to local false discovery rate estimation.

Mickaël Guedj, Stéphane Robin, Alain Celisse, Grégory Nuel

BMC Bioinform., 2009

2008

Model selection via cross-validation in density estimation, regression, and change-point detection. (Sélection de modèle par validation-croisée en estimation de la densité, régression et détection de ruptures).

Alain Celisse

PhD thesis, 2008

Nonparametric density estimation by exact leave-p-out cross-validation.

Alain Celisse, Stéphane Robin

Comput. Stat. Data Anal., 2008