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Picture for Charles Bouveyron

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

* 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

* 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

* 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

* Statistics and Computing, 2011 

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