Matthieu Marbac

According to our database, Matthieu Marbac authored at least 11 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Clustering data with non-ignorable missingness using semi-parametric mixture models assuming independence within components.

Marie du Roy de Chaumaray, Matthieu Marbac

Adv. Data Anal. Classif., December, 2023

2022

Simultaneous Semiparametric Estimation of Clustering and Regression.

Matthieu Marbac, Mohammed Sedki, Christophe Biernacki, Vincent Vandewalle

J. Comput. Graph. Stat., January, 2022

2021

Model-based Clustering with Missing Not At Random Data.

Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte

CoRR, 2021

Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering.

Christophe Biernacki, Matthieu Marbac, Vincent Vandewalle

J. Classif., 2021

2020

Variable Selection for Mixed Data Clustering: Application in Human Population Genomics.

Matthieu Marbac, Mohammed Sedki, Tienne Patin

J. Classif., 2020

2019

A tractable multi-partitions clustering.

Matthieu Marbac, Vincent Vandewalle

Comput. Stat. Data Anal., 2019

VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values.

Matthieu Marbac, Mohammed Sedki

Bioinform., 2019

2017

Variable selection for model-based clustering using the integrated complete-data likelihood.

Matthieu Marbac, Mohammed Sedki

Stat. Comput., 2017

A family of block-wise one-factor distributions for modeling high-dimensional binary data.

Matthieu Marbac, Mohammed Sedki

Comput. Stat. Data Anal., 2017

2016

Latent class model with conditional dependency per modes to cluster categorical data.

Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle

Adv. Data Anal. Classif., 2016

2015

Model-Based Clustering for Conditionally Correlated Categorical Data.

Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle

J. Classif., 2015