Emmanuel Akeweje

Learning Mixtures of Gaussian Processes through Random Projection

We propose an ensemble clustering framework to uncover latent cluster labels in functional data generated from a Gaussian process mixture. Our method exploits the fact that the projection coefficients of the functional data onto any given projection function follow a univariate Gaussian mixture mode…