Generalised Bayes Updates with $f$-divergences through Probabilistic Classifiers

Owen Thomas, Henri Pesonen, Jukka Corander

A stream of algorithmic advances has steadily increased the popularity of the Bayesian approach as an inference paradigm, both from the theoretical and applied perspective. Even wi…