From Partial Exchangeability to Predictive Probability: A Bayesian Perspective on Classification

Marcio Alves Diniz

We propose a novel Bayesian nonparametric classification model that combines a Gaussian process prior for the latent function with a Dirichlet process prior for the link function,…