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Picture for Charles Bouveyron

Charles Bouveyron

MAASAI, CRISAM,3iA Côte d'Azur, UCA

The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges


Apr 14, 2023
Rémi Boutin, Pierre Latouche, Charles Bouveyron

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* 44 pages including the appendix, 11 figures, 6 tables, journal paper 

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Are labels informative in semi-supervised learning? -- Estimating and leveraging the missing-data mechanism


Feb 15, 2023
Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei

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Sparse GEMINI for Joint Discriminative Clustering and Feature Selection


Feb 07, 2023
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

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Generalised Mutual Information for Discriminative Clustering


Oct 14, 2022
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frederic Precioso

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* To be published in Neural Information Processing Systems 2022 

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Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion


Jun 07, 2021
Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frederic Precioso

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* In INTERSPEECH 2021 

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Unobserved classes and extra variables in high-dimensional discriminant analysis


Feb 03, 2021
Michael Fop, Pierre-Alexandre Mattei, Charles Bouveyron, Thomas Brendan Murphy

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* 29 pages, 29 figures 

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Exact Dimensionality Selection for Bayesian PCA


Mar 08, 2017
Charles Bouveyron, Pierre Latouche, Pierre-Alexandre Mattei

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Bayesian Variable Selection for Globally Sparse Probabilistic PCA


Sep 20, 2016
Charles Bouveyron, Pierre Latouche, Pierre-Alexandre Mattei

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* An earlier version of this paper appeared in the Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016) 

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Simultaneous model-based clustering and visualization in the Fisher discriminative subspace


Apr 19, 2011
Charles Bouveyron, Camille Brunet

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* Statistics and Computing, 2011 

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