Vincent Brault
Vincent Brault
Maître de conférence au LJK, université Grenoble Alpes
Verified email at univ-grenoble-alpes.fr - Homepage
TitleCited byYear
Estimation and selection for the latent block model on categorical data
C Keribin, V Brault, G Celeux, G Govaert
Statistics and Computing 25 (6), 1201-1216, 2015
672015
Model selection for the binary latent block model
C Keribin, V Brault, G Celeux, G Govaert
Proceedings of COMPSTAT 2012, 2012
172012
Fast and consistent algorithm for the latent block model
V Brault, A Channarond
arXiv preprint arXiv:1610.09005, 2016
82016
Co-clustering through optimal transport
C Laclau, I Redko, B Matei, Y Bennani, V Brault
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
72017
Co-clustering through latent bloc model: A review
V Brault, M Mariadassou
72015
Estimation et sélection de modèle pour le modèle des blocs latents
V Brault
62014
Comparing high dimensional partitions, with the coclustering adjusted rand index
V Robert, Y Vasseur
arXiv preprint arXiv:1705.06760, 2017
52017
Consistency and asymptotic normality of latent blocks model estimators
V Brault, C Keribin, M Mariadassou
arXiv preprint arXiv:1704.06629, 2017
52017
Revue des méthodes pour la classification jointe des lignes et des colonnes d'un tableau
V Brault, A Lomet
52015
Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices
V Brault, S Ouadah, L Sansonnet, C Lévy-Leduc
Journal of Multivariate Analysis 165, 143-165, 2018
32018
Nonparametric homogeneity tests and multiple change-point estimation for analyzing large Hi-C data matrices
V Brault, S Ouadah, L Sansonnet, C Lévy-Leduc
arXiv preprint arXiv:1605.03751, 2016
32016
Using gaze behavior to gain insights into the impacts of naturalness on city dwellers' perceptions and valuation of a landscape
M Cottet, L Vaudor, H Tronchère, D Roux-Michollet, M Augendre, V Brault
Journal of Environmental Psychology 60, 9-20, 2018
22018
Estimating the number of change-points in a two-dimensional segmentation model without penalization
V Brault, M Delattre, E Lebarbier, T Mary-Huard, C Lévy-Leduc
arXiv preprint arXiv:1506.03198, 2015
22015
Methods for co-clustering: a review
V Brault, A Lomet
Journal de la Société Française de Statistique 3 (156), 27-51.(2015), 2015
22015
Régularisation bayésienne du modèle des blocs latents
V Brault, G Celeux, C Keribin
44èmes Journées de Statistique, Bruxelles, 2012
22012
Change-point estimation in the multivariate model taking into account the dependence: Application to the vegetative development of oilseed rape
V Brault, C Lévy-Leduc, A Mathieu, A Jullien
Journal of Agricultural, Biological and Environmental Statistics 23 (3), 374-389, 2018
12018
Estimating the number of block boundaries from diagonal blockwise matrices without penalization
V Brault, M Delattre, É Lebarbier, T Mary‐Huard, C Lévy‐Leduc
Scandinavian Journal of Statistics 44 (2), 563-580, 2017
12017
Fast Detection of Block Boundaries in Block-Wise Constant Matrices
V Brault, J Chiquet, C Lévy-Leduc
International Conference on Machine Learning and Data Mining in Pattern …, 2016
12016
Normalité asymptotique de l’estimateur du maximum de vraisemblance dans le modèle de blocs latents
M Mariadassou, V Brault, C Keribin
12016
Vraisemblance auto-pénalisante pour la sélection du nombre de ruptures dans la segmentation bidimensionnelle utilisée pour l’analyse des données Hi-C
V Brault, M Delattre, É Lebarbier, C Lévy-Leduc, T Mary-Huard
Rennes, 2015
12015
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