Known Unknowns: Uncertainty Quality in Bayesian Neural Networks

1 code implementation • 5 Dec 2016 • Ramon Oliveira, Pedro Tabacof, Eduardo Valle

We compare the following candidate neural network models: Maximum Likelihood, Bayesian Dropout, OSBA, and --- for MNIST --- the standard variational approximation.

Anomaly Detection Known Unknowns