Variational Linearized Laplace Approximation for Bayesian Deep Learning

Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato

The Linearized Laplace Approximation (LLA) has been recently used to perform uncertainty estimation on the predictions of pre-trained deep neural networks (DNNs). However, its wide…