Probabilistic morphisms and Bayesian nonparametrics

Jürgen Jost, Hông Vân Lê, Tat Dat Tran

In this paper we develop a functorial language of probabilistic morphisms and apply it to some basic problems in Bayesian nonparametrics. First we extend and unify the Kleisli cate…