Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift
Florian Seligmann, Philipp Becker, Michael Volpp, Gerhard Neumann
Published in Advances in Neural Information Processing Systems (NeurIPS), 2023
Bayesian Deep Learning
Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference
Michael Volpp, Philipp Dahlinger, Philipp Becker, Christian Daniel, Gerhard Neumann
Published in International Conference on Learning Representations (ICLR), 2023