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 | 2233 | 2014 |
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 | 117 | 2016 |
Inferring multiple graphical structures J Chiquet, Y Grandvalet, C Ambroise Statistics and Computing 21, 537-553, 2011 | 107 | 2011 |
Variational inference for sparse network reconstruction from count data J Chiquet, S Robin, M Mariadassou International Conference on Machine Learning, 1162-1171, 2019 | 94 | 2019 |
Variational inference for probabilistic Poisson PCA J Chiquet, M Mariadassou, S Robin | 79 | 2018 |
Inferring sparse Gaussian graphical models with latent structure C Ambroise, J Chiquet, C Matias | 76 | 2009 |
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 | 73 | 2009 |
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 | 68 | 2010 |
Simone: Statistical inference for modular networks J Chiquet, A Smith, G Grasseau, C Matias, C Ambroise Bioinformatics 25 (3), 417-418, 2009 | 62 | 2009 |
Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions E Lejal, J Chiquet, J Aubert, S Robin, A Estrada-Peña, O Rue, C Midoux, ... Microbiome 9, 1-20, 2021 | 55 | 2021 |
The Poisson-lognormal model as a versatile framework for the joint analysis of species abundances J Chiquet, M Mariadassou, S Robin Frontiers in Ecology and Evolution 9, 588292, 2021 | 48 | 2021 |
Variational inference for stochastic block models from sampled data T Tabouy, P Barbillon, J Chiquet Journal of the American Statistical Association 115 (529), 455-466, 2020 | 46 | 2020 |
Prevalence of gene expression additivity in genetically stable wheat allohexaploids H Chelaifa, V Chagué, S Chalabi, I Mestiri, D Arnaud, D Deffains, Y Lu, ... New Phytologist 197 (3), 730-736, 2013 | 43 | 2013 |
Sparsity with sign-coherent groups of variables via the cooperative-lasso J Chiquet, Y Grandvalet, C Charbonnier | 37 | 2012 |
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 | 35 | 2008 |
Fast tree inference with weighted fusion penalties J Chiquet, P Gutierrez, G Rigaill Journal of Computational and Graphical Statistics 26 (1), 205-216, 2017 | 31 | 2017 |
A quantitative multivariate model of human dendritic cell-T helper cell communication M Grandclaudon, M Perrot-Dockes, C Trichot, L Karpf, O Abouzid, ... Cell 179 (2), 432-447. e21, 2019 | 27 | 2019 |
Package ‘aricode’ J Chiquet, G Rigaill, M Sundqvist, V Dervieux, F Bersani R package version, 2020 | 26 | 2020 |
Structured regularization for conditional Gaussian graphical models J Chiquet, T Mary-Huard, S Robin Statistics and Computing 27 (3), 789-804, 2017 | 26 | 2017 |
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 | 21 | 2008 |