A Bayesian approach to learning mixtures of nonparametric components

Yilei Zhang, Yun Wei, Aritra Guha +1

Mixture models are widely used in modeling heterogeneous data populations. A standard approach of mixture modeling assumes that the mixture component takes a parametric kernel form…