Julien Chiquet
Julien Chiquet
Researcher in Statistics, INRA, France
Verified email at agroparistech.fr - Homepage
TitleCited byYear
Early allopolyploid evolution in the post-Neolithic Brassica napus oilseed genome
B Chalhoub, F Denoeud, S Liu, IAP Parkin, H Tang, X Wang, J Chiquet, ...
science 345 (6199), 950-953, 2014
8842014
Inferring multiple graphical structures
J Chiquet, Y Grandvalet, C Ambroise
Statistics and Computing 21 (4), 537-553, 2011
752011
Inferring sparse Gaussian graphical models with latent structure
C Ambroise, J Chiquet, C Matias
Electronic Journal of Statistics 3, 205-238, 2009
552009
Weighted-LASSO for structured network inference from time course data
C Charbonnier, J Chiquet, C Ambroise
Statistical applications in genetics and molecular biology 9 (1), 2010
502010
Piecewise deterministic Markov processes applied to fatigue crack growth modelling
J Chiquet, N Limnios, M Eid
Journal of Statistical Planning and Inference 139 (5), 1657-1667, 2009
492009
Simone: Statistical inference for modular networks
J Chiquet, A Smith, G Grasseau, C Matias, C Ambroise
Bioinformatics 25 (3), 417-418, 2008
482008
Learning ecological networks from next-generation sequencing data
C Vacher, A Tamaddoni-Nezhad, S Kamenova, N Peyrard, Y Moalic, ...
Advances in Ecological Research 54, 1-39, 2016
422016
Prevalence of gene expression additivity in genetically stable wheat allohexaploids
H Chelaifa, V Chague, S Chalabi, I Mestiri, D Arnaud, D Deffains, Y Lu, ...
New Phytologist 197 (3), 730-736, 2013
312013
A method to compute the transition function of a piecewise deterministic Markov process with application to reliability
J Chiquet, N Limnios
Statistics & Probability Letters 78 (12), 1397-1403, 2008
262008
Sparsity with sign-coherent groups of variables via the cooperative-lasso
J Chiquet, Y Grandvalet, C Charbonnier
The Annals of Applied Statistics 6 (2), 795-830, 2012
242012
Modelling and estimating the reliability of stochastic dynamical systems with Markovian switching
J Chiquet, M Eid, N Limnios
Reliability Engineering & System Safety 93 (12), 1801-1808, 2008
182008
Estimating stochastic dynamical systems driven by a continuous-time jump Markov process
J Chiquet, N Limnios
Methodology and Computing in Applied Probability 8 (4), 431-447, 2006
172006
Combining a relaxed EM algorithm with Occam’s razor for Bayesian variable selection in high-dimensional regression
P Latouche, PA Mattei, C Bouveyron, J Chiquet
Journal of Multivariate Analysis 146, 177-190, 2016
132016
Variational inference for probabilistic Poisson PCA
J Chiquet, M Mariadassou, S Robin
The Annals of Applied Statistics 12 (4), 2674-2698, 2018
112018
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation
M Perrot-Dockès, C Lévy-Leduc, L Sansonnet, J Chiquet
Journal of Multivariate Analysis 166, 78-97, 2018
92018
Fast tree inference with weighted fusion penalties
J Chiquet, P Gutierrez, G Rigaill
Journal of Computational and Graphical Statistics 26 (1), 205-216, 2017
92017
Structured regularization for conditional Gaussian graphical models
J Chiquet, T Mary-Huard, S Robin
Statistics and Computing 27 (3), 789-804, 2017
82017
Variational inference for sparse network reconstruction from count data
J Chiquet, M Mariadassou, S Robin
arXiv preprint arXiv:1806.03120, 2018
52018
A multivariate variable selection approach for analyzing LC-MS metabolomics data
M Perrot-Dockès, C Lévy-Leduc, J Chiquet, L Sansonnet, M Brégere, ...
arXiv preprint arXiv:1704.00076, 2017
52017
Variational Inference for Stochastic Block Models from Sampled Data
T Tabouy, P Barbillon, J Chiquet
Journal of the American Statistical Association, 1-23, 2019
42019
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Articles 1–20