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Noisy independent factor analysis model for density estimation and classification

Amato, U.; Antoniadis, A.; Samarov, Alexander; Cybakov, … - 2009

We consider the problem of multivariate density estimation when the unknown density is assumed to follow a particular form of dimensionality reduction, a noisy independent factor analysis (IFA) model. In this model the data are generated by a number of latent independent components having...