Efficient variational Bayesian neural network ensembles for outlier detection

Nick Pawlowski, Miguel Jaques, Ben Glocker

In this work we perform outlier detection using ensembles of neural networks obtained by variational approximation of the posterior in a Bayesian neural network setting. The variat…