Variational Filtering for Bayesian Last Layers with an Independent Binary Probit Surrogate

Dimitrije Markovic, Conor Heins, Alexander Tschantz +1

Modern deep classifiers trained by gradient descent need many passes over the data to become accurate, and even then are not always well calibrated; post-hoc temperature scaling co…