Walking on the Fiber: A Simple Geometric Approximation for Bayesian Neural Networks

Alfredo Reichlin, Miguel Vasco, Danica Kragic

Bayesian Neural Networks provide a principled framework for uncertainty quantification by modeling the posterior distribution of network parameters. However, exact posterior infere…