60 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- InsermFR4 papers
- Centre de Recherche Épidémiologie et StatistiqueFR2 papers
- Centre Inria de SaclayFR2 papers
- Délégation Paris 5FR2 papers
- École PolytechniqueFR2 papers
- Sorbonne Paris CitéFR2 papers
- Université Paris CitéFR2 papers
- Université Paris-SudFR2 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- École des Hautes Études en Santé PubliqueFR1 paper
- Guerbet (France)FR1 paper
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stat.CO2017
Variable selection in model-based clustering and discriminant analysis with a regularization approach
Gilles Celeux, Cathy Maugis-Rabusseau, Mohammed Sedki
Relevant methods of variable selection have been proposed in model-based clustering and classification. These methods are making use of backward or forward procedures to define the…
stat.CO2009
Space Alternating Penalized Kullback Proximal Point Algorithms for Maximizing Likelihood with Nondifferentiable Penalty
Stéphane Chrétien, Alfred Hero, Hervé Perdry
The EM algorithm is a widely used methodology for penalized likelihood estimation. Provable monotonicity and convergence are the hallmarks of the EM algorithm and these properties…