Gaussian Mixture Modeling with Gaussian Process Latent Variable Models

Hannes Nickisch, Carl Edward Rasmussen

Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi…