Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood

Jaakko Riihimäki, Pasi Jylänki, Aki Vehtari

We consider probabilistic multinomial probit classification using Gaussian process (GP) priors. The challenges with the multiclass GP classification are the integration over the no…