2015-05-19

A Dirichlet Process Mixture Model for Spherical Data

Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher III

AISTATS 2015 github

We introduce a nonparametric Dirichlet Process mixture model over the sphere via tangent-space Gaussian distributions. This allows modeling complex distributions on the sphere.