Scalable Multi-Class Gaussian Process Classification using Expectation Propagation

Carlos Villacampa-Calvo, Daniel Hernández-Lobato

Abstract: This paper describes an expectation propagation (EP) method for multi-class classification with Gaussian processes that scales well to very large datasets. In such a method the estimate of the log-...