Generalized Variational Inference: Three arguments for deriving new Posteriors

Jeremias Knoblauch, Jack Jewson, Theodoros Damoulas

We advocate an optimization-centric view on and introduce a novel generalization of Bayesian inference. Our inspiration is the representation of Bayes' rule as infinite-dimensional…