Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep Learning

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

Recently, there has been an increasing interest in performing post-hoc uncertainty estimation about the predictions of pre-trained deep neural networks (DNNs). Given a pre-trained…