University of Cambridge; University College London; University of Amsterdam; University of Alberta
Javier Antorán, Shreyas Padhy, Riccardo Barbano, Eric Nalisnick, David Janz, José Miguel Hernández Lobato
Laplace;linearised Laplace;Bayesian neural network;Bayesian linear regression;uncertainty estimation;Bayesian deep learning;EM;large scale regression;sample then optimise;evidence framework
Sampling-based inference for large linear models, with application to linearised Laplace