Dirichlet Process Parsimonious Mixtures for clustering

Faicel Chamroukhi, Marius Bartcus, Hervé Glotin

The parsimonious Gaussian mixture models, which exploit an eigenvalue decomposition of the group covariance matrices of the Gaussian mixture, have shown their success in particular…