Variable sigma Gaussian processes: An expectation propagation perspective

Yuan Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka

Gaussian processes (GPs) provide a probabilistic nonparametric representation of functions in regression, classification, and other problems. Unfortunately, exact learning with GPs…