A model of Poissonian interactions and detection of dependence. - Laure Sansonnet; Christine Tuleau-Malot (Stat. Comput., 2015)

Genomic transcription regulatory element location analysis via poisson weighted lasso. - Xin Jiang Hunt; Patricia Reynaud-Bouret; Vincent Rivoirard; Laure Sansonnet; Rebecca Willett (SSP, 2016)

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices. - Vincent Brault; Sarah Ouadah; Laure Sansonnet; Céline Lévy-Leduc (J. Multivar. Anal., 2018)

Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. - Marie Perrot-Dockès; Céline Lévy-Leduc; Laure Sansonnet; Julien Chiquet (J. Multivar. Anal., 2018)

A Data-Dependent Weighted LASSO Under Poisson Noise. - Xin Jiang Hunt; Patricia Reynaud-Bouret; Vincent Rivoirard; Laure Sansonnet; Rebecca Willett (IEEE Trans. Inf. Theory, 2019)

Multiclass classification for Hawkes processes. - Christophe Denis; Charlotte Dion-Blanc; Laure Sansonnet (UAI, 2022)

Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm. - Marion Naveau; Guillaume Kon Kam King; Renaud Rincent; Laure Sansonnet; Maud Delattre (Stat. Comput., 2024)

Correction to: Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm. - Marion Naveau; Guillaume Kon Kam King; Renaud Rincent; Laure Sansonnet; Maud Delattre (Stat. Comput., 2024)