Les publications de Laure Sansonnet

Christophe Denis, Emilie Lebarbier, C. Lévy-Leduc, Olivier Martin, Laure Sansonnet. A novel regularized approach for functional data clustering: An application to milking kinetics in dairy goats. Journal of the Royal Statistical Society: Series C Applied Statistics, Wiley, 2020, 69 (3), pp.623-640. ⟨10.1111/rssc.12404⟩. ⟨hal-02191217⟩

Maximilien Grandclaudon, Marie Perrot-Dockes, Coline Trichot, Léa Karpf, Omar Abouzid, et al.. A Quantitative Multivariate Model of Human Dendritic Cell-T Helper Cell Communication. Cell, Elsevier, 2019, 179 (2), pp.432-447.e21. ⟨10.1016/j.cell.2019.09.012⟩. ⟨hal-02316607⟩

Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett. A Data-Dependent Weighted LASSO Under Poisson Noise. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2019, 65 (3), pp.1589-1613. ⟨10.1109/TIT.2018.2869578⟩. ⟨hal-02175582⟩

Marie Perrot-Dockès, Celine Levy Leduc, Laure Sansonnet, Julien Chiquet. Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. Journal of Multivariate Analysis, Elsevier, 2018, 166, pp.78-97. ⟨10.1016/j.jmva.2018.02.006⟩. ⟨hal-02621107⟩

Vincent Brault, Sarah Ouadah, Laure Sansonnet, Céline Lévy-Leduc. Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices. Journal of Multivariate Analysis, Elsevier, 2018, 165, pp.143-165. ⟨10.1016/j.jmva.2017.12.005⟩. ⟨hal-01468198v2⟩

Marie Perrot-Dockes, Celine Levy Leduc, Julien Chiquet, Laure Sansonnet, Margaux Brégère, et al.. A variable selection approach in the multivariate linear model: an application to LC-MS metabolomics data. Statistical Applications in Genetics and Molecular Biology, De Gruyter, 2018, ⟨10.1515/sagmb-2017-0077⟩. ⟨hal-01896164⟩

François Roueff, Rainer von Sachs, Laure Sansonnet. Locally stationary Hawkes processes. Stochastic Processes and their Applications, Elsevier, 2016, 126 (6), pp.Pages 1710-1743. ⟨10.1016/j.spa.2015.12.003⟩. ⟨hal-01153882⟩

Laure Sansonnet. Wavelet thresholding estimation in a poissonian interactions model with application to genomic data. Scandinavian Journal of Statistics, Wiley, 2014, 41 (1), pp.200-226. ⟨10.1111/sjos.12009⟩. ⟨hal-01551073⟩

Laure Sansonnet, Christine Tuleau-Malot. A model of Poissonian interactions and detection of dependence. Statistics and Computing, Springer Verlag (Germany), 2013, 25 (2), pp.10.1007/s11222-013-9443-z. ⟨10.1007/s11222-013-9443-z⟩. ⟨hal-00780598v2⟩

Vincent Brault, Celine C. Levy Leduc, Sarah Ouadah, Laure Sansonnet. Test d'homogénéité non-paramétrique pour les données Hi-C . 48èmes Journées de Statistique de la SFdS , May 2016, Montpellier, France. ⟨hal-01589407⟩

Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett. Genomic transcription regulatory element location analysis via poisson weighted lasso. Statistical Signal Processing Workshop (SSP), 2016 IEEE, Jun 2016, Palma de Mallorca, Spain. pp.16263580, ⟨10.1109/SSP.2016.7551831⟩. ⟨hal-01585531⟩

Laure Sansonnet, François Roueff, Rainer von Sachs. Processus de Hawkes localement stationnaires. 48èmes Journées de Statistique de la SFdS , May 2016, Montpellier, France. ⟨hal-01589331⟩

Christophe Denis, Charlotte Dion, Laure Sansonnet. Multiclass Classification for Hawkes Processes. 2021. ⟨hal-03147211⟩

M. Gomtsyan, C. Lévy-Leduc, Sarah Ouadah, Laure Sansonnet. Variable selection in sparse GLARMA models. 2020. ⟨hal-02903367⟩

Céline Lévy-Leduc, Sarah Ouadah, Laure Sansonnet. Variable selection in sparse high-dimensional GLARMA models. 2019. ⟨hal-02186104⟩

Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett. A data-dependent weighted LASSO under Poisson noise. 2015. ⟨hal-01226837⟩

Laure Sansonnet. Wavelet thresholding estimation in a Poissonian interactions model with application to genomic data. 2011. ⟨hal-00610022⟩

Laure Sansonnet. Inférence non-paramétrique pour des interactions poissoniennes. Mathématiques générales [math.GM]. Université Paris Sud - Paris XI, 2013. Français. ⟨NNT : 2013PA112084⟩. ⟨tel-00835427⟩