Alain Celisse

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 7

Top Topics

Top Venues

J. Mach. Learn. Res.

J. Stat. Softw.

Publications

Quentin Grimonprez, Samuel Blanck, Alain Celisse, Guillemette Marot
Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso. J. Stat. Softw. 106 (3) (2023)
Alain Celisse, Martin Wahl
Analyzing the discrepancy principle for kernelized spectral filter learning algorithms. J. Mach. Learn. Res. 22 (2021)
Yaroslav Averyanov, Alain Celisse
Early stopping and polynomial smoothing in regression with reproducing kernels. CoRR (2020)
Yaroslav Averyanov, Alain Celisse
Minimum discrepancy principle strategy for choosing k in k-NN regression. CoRR (2020)
Sylvain Arlot, Alain Celisse, Zaïd Harchaoui
A Kernel Multiple Change-point Algorithm via Model Selection. J. Mach. Learn. Res. 20 (2019)
Alain Celisse, Tristan Mary-Huard
Theoretical Analysis of Cross-Validation for Estimating the Risk of the $k$-Nearest Neighbor Classifier. J. Mach. Learn. Res. 19 (2018)
Alain Celisse, Guillemette Marot, Morgane Pierre-Jean, Guillem Rigaill
New efficient algorithms for multiple change-point detection with reproducing kernels. Comput. Stat. Data Anal. 128 (2018)
Quentin Grimonprez, Alain Celisse, Samuel Blanck, Meyling Cheok, Martin Figeac, Guillemette Marot
MPAgenomics: an R package for multi-patient analysis of genomic markers. BMC Bioinform. 15 (2014)
Sylvain Arlot, Alain Celisse
Segmentation of the mean of heteroscedastic data via cross-validation. Stat. Comput. 21 (4) (2011)
Mickaël Guedj, Stéphane Robin, Alain Celisse, Grégory Nuel
Kerfdr: a semi-parametric kernel-based approach to local false discovery rate estimation. BMC Bioinform. 10 (2009)
Alain Celisse, Stéphane Robin
Nonparametric density estimation by exact leave-p-out cross-validation. Comput. Stat. Data Anal. 52 (5) (2008)