Dirichlet process mixtures under affine transformations of the data

Julyan Arbel, Riccardo Corradin, Bernardo Nipoti

Location-scale Dirichlet process mixtures of Gaussians (DPM-G) have proved extremely useful in dealing with density estimation and clustering problems in a wide range of domains. M…