Laure Sansonnet

35
Documents

Presentation

Laure Sansonnet

Maître de conférences

Équipe Stat & Génome

MIA Paris

UMR 518 AgroParisTech / INRA

AgroParisTech
16, rue Claude Bernard
75231 Paris CEDEX 05

E-mail : laure.sansonnet -- @ -- agroparistech.fr
Tél. : +33 (0) 1 44 08 86 08

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Publications

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
Statistics and Computing, 2024, 34 (1), pp.53. ⟨10.1007/s11222-023-10367-4⟩
Journal articles hal-04395282 v1

Bats monitoring: a classification procedure of bats behaviours based on Hawkes processes

Christophe Denis , Charlotte Dion-Blanc , Romain Lacoste , Laure Sansonnet , Yves Bas
Journal of the Royal Statistical Society: Series C Applied Statistics, 2024, 73 (4), pp.1025-1041. ⟨10.1093/jrsssc/qlae024⟩
Journal articles hal-04947531 v1
Image document

Variable selection in sparse GLARMA models

Marina Gomtsyan , Céline Lévy-Leduc , Sarah Ouadah , Laure Sansonnet , Thomas Blein
Statistics, 2022, 56 (4), pp.755-784. ⟨10.1080/02331888.2022.2090943⟩
Journal articles hal-03763853 v1
Image document

A novel regularized approach for functional data clustering: An application to milking kinetics in dairy goats

Christophe Denis , Emilie Lebarbier , C. Lévy-Leduc , Olivier Martin , Laure Sansonnet
Journal of the Royal Statistical Society: Series C Applied Statistics, 2020, 69 (3), pp.623-640. ⟨10.1111/rssc.12404⟩
Journal articles hal-02191217 v1
Image document

A Quantitative Multivariate Model of Human Dendritic Cell-T Helper Cell Communication

Maximilien Grandclaudon , Marie Perrot-Dockes , Coline Trichot , Léa Karpf , Omar Abouzid et al.
Cell, 2019, 179 (2), pp.432-447.e21. ⟨10.1016/j.cell.2019.09.012⟩
Journal articles hal-02316607 v1
Image document

A Data-Dependent Weighted LASSO Under Poisson Noise

Xin Jiang Hunt , Patricia Reynaud-Bouret , Vincent Rivoirard , Laure Sansonnet , Rebecca Willett
IEEE Transactions on Information Theory, 2019, 65 (3), pp.1589-1613. ⟨10.1109/TIT.2018.2869578⟩
Journal articles hal-02175582 v1
Image document

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices

Vincent Brault , Sarah Ouadah , Laure Sansonnet , Céline Lévy-Leduc
Journal of Multivariate Analysis, 2018, 165, pp.143-165. ⟨10.1016/j.jmva.2017.12.005⟩
Journal articles hal-01468198 v2
Image document

Variable selection in multivariate linear models with high-dimensional covariance matrix estimation

Marie Perrot-Dockès , Celine Levy Leduc , Laure Sansonnet , Julien Chiquet
Journal of Multivariate Analysis, 2018, 166, pp.78-97. ⟨10.1016/j.jmva.2018.02.006⟩
Journal articles hal-02621107 v1
Image document

A variable selection approach in the multivariate linear model: an application to LC-MS metabolomics data

Marie Perrot-Dockes , Celine Levy Leduc , Julien Chiquet , Laure Sansonnet , Margaux Brégère et al.
Statistical Applications in Genetics and Molecular Biology, 2018, 17 (5), pp.20170077. ⟨10.1515/sagmb-2017-0077⟩
Journal articles hal-01896164 v1
Image document

Locally stationary Hawkes processes

François Roueff , Rainer von Sachs , Laure Sansonnet
Stochastic Processes and their Applications, 2016, 126 (6), pp.Pages 1710-1743. ⟨10.1016/j.spa.2015.12.003⟩
Journal articles hal-01153882 v1

Wavelet thresholding estimation in a poissonian interactions model with application to genomic data

Laure Sansonnet
Scandinavian Journal of Statistics, 2014, 41 (1), pp.200-226. ⟨10.1111/sjos.12009⟩
Journal articles hal-01551073 v1
Image document

A model of Poissonian interactions and detection of dependence

Laure Sansonnet , Christine Tuleau-Malot
Statistics and Computing, 2013, 25 (2), pp.10.1007/s11222-013-9443-z. ⟨10.1007/s11222-013-9443-z⟩
Journal articles hal-00780598 v2
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Online and Offline Robust Multivariate Linear Regression

Antoine Godichon-Baggioni , Stephane S. Robin , Laure Sansonnet
2024
Preprints, Working Papers, ... hal-04560889 v1
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Sign consistent estimation in a sparse Poisson model

M. Gomtsyan , Céline Lévy-Leduc , Sarah Ouadah , Laure Sansonnet
2023
Preprints, Working Papers, ... hal-04152932 v1
Image document

Posterior contraction rates in a sparse non-linear mixed-effects model

Marion Naveau , Maud Delattre , Laure Sansonnet
2024
Preprints, Working Papers, ... hal-04561040 v2
Image document

ERM-Lasso classification algorithm for Multivariate Hawkes Processes paths

Charlotte Dion-Blanc , Christophe Denis , Laure Sansonnet , Romain Edmond Lacoste
2024
Preprints, Working Papers, ... hal-04646888 v1
Image document

Bats Monitoring: A Classification Procedure of Bats Behaviors based on Hawkes Processes

Christophe Denis , Charlotte Dion-Blanc , Romain Edmond Lacoste , Laure Sansonnet , Yves Bas
2023
Preprints, Working Papers, ... hal-04345822 v1
Image document

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
2023
Preprints, Working Papers, ... (Preprint) hal-03685060 v4
Image document

VARIABLE SELECTION IN SPARSE MULTIVARIATE GLARMA MODELS: APPLICATION TO GERMINATION CONTROL BY ENVIRONMENT

M Gomtsyan , Céline Lévy-Leduc , Sarah Ouadah , Laure Sansonnet , C Bailly et al.
2022
Preprints, Working Papers, ... (Preprint) hal-03905876 v1
Image document

Multiclass Classification for Hawkes Processes

Christophe Denis , Charlotte Dion , Laure Sansonnet
2021
Preprints, Working Papers, ... hal-03147211 v1

Variable selection in sparse GLARMA models

M. Gomtsyan , C. Lévy-Leduc , Sarah Ouadah , Laure Sansonnet
2020
Preprints, Working Papers, ... hal-02903367 v1
Image document

A data-dependent weighted LASSO under Poisson noise

Xin Jiang , Patricia Reynaud-Bouret , Vincent Rivoirard , Laure Sansonnet , Rebecca Willett
2015
Preprints, Working Papers, ... hal-01226837 v1
Image document

Wavelet thresholding estimation in a Poissonian interactions model with application to genomic data

Laure Sansonnet
2011
Preprints, Working Papers, ... hal-00610022 v1
Image document

Selection consistency in non-linear mixed-effects models under spike-and-slab prior

Marion Naveau , Laure Sansonnet , Maud Delattre
Colloque Jeunes Probabilistes et Statisticiens, Oct 2023, Saint Pierre d'Oleron, France
Conference papers hal-04248058 v1
Image document

High-dimensional variable selection in non-linear mixed-effects models using a stochastic EM spike-and-slab

Marion Naveau , Guillaume Kon Kam King , Renaud Rincent , Laure Sansonnet , Maud Delattre
European Meeting of Statisticians, Bernoulli Society, Jul 2023, Warsaw, Poland
Conference papers hal-04248037 v1

Variable selection in sparse multivariate GLARMA models: Application to germination control by environment

M. Gomtsyan , Céline Lévy-Leduc , Sarah Ouadah , Laure Sansonnet , Christophe Bailly et al.
Statistical Methods for Post Genomic Data (SMPGD) 2023, Feb 2023, Ghent (BE), Belgium
Conference papers hal-04239746 v1
Image document

Bayesian high-dimensional variable selection in non-linear mixed-effects models using the SAEM algorithm

Marion Naveau , Guillaume Kon Kam King , Laure Sansonnet , Maud Delattre
Journée APPLIBUGS, Jun 2022, Lyon, France
Conference papers hal-04247984 v1
Image document

Sélection de variables en grande dimension dans les modèles non linéaires à effets mixtes

Marion Naveau , Guillaume Kon Kam King , Laure Sansonnet , Maud Delattre
9ème Rencontre des Jeunes Statisticiens, Apr 2022, Porquerolles, France
Conference papers hal-04247947 v1
Image document

Bayesian high-dimensional variable selection in non-linear mixed-effects models using the SAEM algorithm

Marion Naveau , Guillaume Kon Kam King , Laure Sansonnet , Maud Delattre
53ème Journées de Statistique de la Société Française de Statistique, Jun 2022, Lyon, France
Conference papers hal-04247962 v1
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Multivariate Poisson Lognormal model: optimisation, inference and application to high dimensional data

Bastien Batardière , Joon Kwon , Laure Sansonnet , Julien Chiquet
53èmes journées de statistiques de la SFdS, Jun 2022, Lyon, France
Conference papers hal-04738628 v1

Variable selection in sparse GLARMA models

M. Gomtsyan , Céline Lévy-Leduc , Sarah Ouadah , Laure Sansonnet
Statistical Methods for Post-Genomic Data, 2022, Nantes (44000), France
Conference papers hal-04224705 v1

Genomic transcription regulatory element location analysis via poisson weighted lasso

Xin Jiang , Patricia Reynaud-Bouret , Vincent Rivoirard , Laure Sansonnet , Rebecca Willett
Statistical Signal Processing Workshop (SSP), 2016 IEEE, Jun 2016, Palma de Mallorca, Spain. pp.16263580, ⟨10.1109/SSP.2016.7551831⟩
Conference papers hal-01585531 v1

Test d'homogénéité non-paramétrique pour les données Hi-C

Vincent Brault , Celine C. Levy Leduc , Sarah Ouadah , Laure Sansonnet
48èmes Journées de Statistique de la SFdS , May 2016, Montpellier, France
Conference papers hal-01589407 v1

Processus de Hawkes localement stationnaires

Laure Sansonnet , François Roueff , Rainer von Sachs
48èmes Journées de Statistique de la SFdS , May 2016, Montpellier, France
Conference papers hal-01589331 v1
Image document

Inférence non-paramétrique pour des interactions poissoniennes

Laure Sansonnet
Mathématiques générales [math.GM]. Université Paris Sud - Paris XI, 2013. Français. ⟨NNT : 2013PA112084⟩
Theses tel-00835427 v1