Multi-class Gaussian Process Classification with Noisy Inputs

Carlos Villacampa-Calvo, Bryan Zaldivar, Eduardo C. Garrido-Merchán +1

It is a common practice in the machine learning community to assume that the observed data are noise-free in the input attributes. Nevertheless, scenarios with input noise are comm…