Density Estimation and Classification via Bayesian Nonparametric Learning of Affine Subspaces

Abhishek Bhattacharya, Garritt Page, David Dunson

It is now practically the norm for data to be very high dimensional in areas such as genetics, machine vision, image analysis and many others. When analyzing such data, parametric…