Estimation and selection for the latent block model on categorical data. - Christine Keribin; Vincent Brault; Gilles Celeux; Gérard Govaert (Stat. Comput., 2015)

Fast Detection of Block Boundaries in Block-Wise Constant Matrices. - Vincent Brault; Julien Chiquet; Céline Lévy-Leduc (MLDM, 2016)

Co-clustering through Optimal Transport. - Charlotte Laclau; Ievgen Redko; Basarab Matei; Younès Bennani; Vincent Brault (ICML, 2017)

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices. - Vincent Brault; Sarah Ouadah; Laure Sansonnet; Céline Lévy-Leduc (J. Multivar. Anal., 2018)

Noise-free latent block model for high dimensional data. - Charlotte Laclau; Vincent Brault (Data Min. Knowl. Discov., 2019)

Methodological issues in the creation of a diagnosis tool for dysgraphia. - Louis Deschamps; Clement Gaffet; Saifeddine Aloui; Jérôme Boutet; Vincent Brault; Etienne Labyt (npj Digit. Medicine, 2019)

Development of a Pre-Diagnosis Tool Based on Machine Learning Algorithms on the BHK Test to Improve the Diagnosis of Dysgraphia. - Louis Deschamps; Louis Devillaine; Clement Gaffet; Raphaël Lambert; Saifeddine Aloui; Jérôme Boutet; Vincent Brault; Etienne Labyt; Caroline Jolly (Adv. Artif. Intell. Mach. Learn., 2021)

Comparing High-Dimensional Partitions with the Co-clustering Adjusted Rand Index. - Valerie Robert; Yann Vasseur; Vincent Brault (J. Classif., 2021)

Group testing as a strategy for COVID-19 epidemiological monitoring and community surveillance. - Vincent Brault; Bastien Mallein; Jean-François Rupprecht (PLoS Comput. Biol., 2021)

Analysis of Graphomotor Tests with Machine Learning Algorithms for an Early and Universal Pre-Diagnosis of Dysgraphia. - Louis Devillaine; Raphaël Lambert; Jérôme Boutet; Saifeddine Aloui; Vincent Brault; Caroline Jolly; Etienne Labyt (Sensors, 2021)

Fast and consistent algorithm for the latent block model. - Vincent Brault; Antoine Channarond (Comput. Stat., 2024)

Study of the influence of a biased database on the prediction of standard algorithms for selecting the best candidate for an interview. - Shuyu Wang; Angélique Saillet; Philomène Le Gall; Alain Lacroux; Christelle Martin-Lacroux; Vincent Brault (CoRR, 2025)