BALI: Learning Neural Networks via Bayesian Layerwise Inference

Richard Kurle, Alexej Klushyn, Ralf Herbrich

We introduce a new method for learning Bayesian neural networks, treating them as a stack of multivariate Bayesian linear regression models. The main idea is to infer the layerwise…