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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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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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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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