Laure Sansonnet

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Variable Selection

Multiclass Classification

Top Venues

J. Multivar. Anal.

IEEE Trans. Inf. Theory

Publications

Marion Naveau, Guillaume Kon Kam King, Renaud Rincent, Laure Sansonnet, Maud Delattre
Correction to: Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm. Stat. Comput. 34 (3) (2024)
Marion Naveau, Guillaume Kon Kam King, Renaud Rincent, Laure Sansonnet, Maud Delattre
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm. Stat. Comput. 34 (1) (2024)
Christophe Denis, Charlotte Dion-Blanc, Laure Sansonnet
Multiclass classification for Hawkes processes. UAI (2022)
Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A Data-Dependent Weighted LASSO Under Poisson Noise. IEEE Trans. Inf. Theory 65 (3) (2019)
Vincent Brault, Sarah Ouadah, Laure Sansonnet, Céline Lévy-Leduc
Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices. J. Multivar. Anal. 165 (2018)
Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. J. Multivar. Anal. 166 (2018)
Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
Genomic transcription regulatory element location analysis via poisson weighted lasso. SSP (2016)
Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett
A data-dependent weighted LASSO under Poisson noise. CoRR (2015)
Laure Sansonnet, Christine Tuleau-Malot
A model of Poissonian interactions and detection of dependence. Stat. Comput. 25 (2) (2015)