Bayesian Deconditional Kernel Mean Embeddings

Kelvin Hsu, Fabio Ramos

Abstract: Conditional kernel mean embeddings form an attractive nonparametric framework for representing conditional means of functions, describing the observation processes for many complex models. However,...