Camille Saumard
Camille Saumard
Co-founder Twice.AI
Verified email at twice.ai
Title
Cited by
Cited by
Year
Model-based clustering of high-dimensional data: A review
C Bouveyron, C Brunet-Saumard
Computational Statistics & Data Analysis 71, 52-78, 2014
3322014
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace
C Bouveyron, C Brunet
Statistics and Computing 22 (1), 301-324, 2012
822012
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm
C Bouveyron, C Brunet-Saumard
Computational Statistics 29 (3-4), 489-513, 2014
282014
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm
C Bouveyron, C Brunet
Journal of Multivariate Analysis 109, 29-41, 2012
112012
Probabilistic Fisher discriminant analysis: A robust and flexible alternative to Fisher discriminant analysis
C Bouveyron, C Brunet
Neurocomputing 90, 12-22, 2012
82012
Noisy quantization: Theory and practice
C Brunet, S Loustau
42014
On the estimation of the latent discriminative subspace in the Fisher-EM algorithm
C Bouveyron, C Brunet
32011
The algorithm of noisy k-means
C Brunet, S Loustau
arXiv preprint arXiv:1308.3314, 2013
22013
Clustering in Fisher discriminative subspaces
C Bouveyron, C Brunet
13th International Conference on Applied Stochastic Models and Data Analysis …, 2009
22009
K-bMOM: a robust Lloyd-type clustering algorithm based on bootstrap Median-of-Means
C Brunet-Saumard, E Genetay, A Saumard
arXiv preprint arXiv:2002.03899, 2020
2020
Package ‘FisherEM’
C Bouveyron, C Brunet, MC Brunet
2012
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Articles 1–11