Laure Sansonnet

According to our database, Laure Sansonnet authored at least 7 papers between 2015 and 2024.

Collaborative distances:

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

2024

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., February, 2024

2022

Multiclass classification for Hawkes processes.

Christophe Denis, Charlotte Dion-Blanc, Laure Sansonnet

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2019

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

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

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

2016

Genomic transcription regulatory element location analysis via poisson weighted lasso.

Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015

A model of Poissonian interactions and detection of dependence.

Laure Sansonnet, Christine Tuleau-Malot

Stat. Comput., 2015