Elliptical slice sampling

Iain Murray, Ryan Prescott Adams, David J. C. MacKay

Abstract: Many probabilistic models introduce strong dependencies between variables using a latent multivariate Gaussian distribution or a Gaussian process. We present a new Markov chain Monte Carlo algorith...