Nonlinear Models Using Dirichlet Process Mixtures

Babak Shahbaba, Radford M. Neal

We introduce a new nonlinear model for classification, in which we model the joint distribution of response variable, y, and covariates, x, non-parametrically using Dirichlet proce…