Fast nonparametric clustering of structured time-series

James Hensman, Magnus Rattray, Neil D. Lawrence

In this publication, we combine two Bayesian non-parametric models: the Gaussian Process (GP) and the Dirichlet Process (DP). Our innovation in the GP model is to introduce a varia…