Understanding Variational Inference in Function-Space

David R. Burt, Sebastian W. Ober, Adrià Garriga-Alonso +1

Recent work has attempted to directly approximate the `function-space' or predictive posterior distribution of Bayesian models, without approximating the posterior distribution ove…