2021

• Christian Henning, Francesco D'Angelo, Benjamin F. Grewe Are Bayesian neural networks intrinsically good at out-of-distribution detection?, arXiv, 2021
• Christian Henning, Maria R. Cervera, Francesco D'Angelo, Johannes von Oswald, Regina Traber, Benjamin Ehret, Seijin Kobayashi, Benjamin F. Grewe, João Sacramento Posterior Meta-Replay for Continual Learning, Conference on Neural Information Processing Systems 2021, 2021
• Francesco D'Angelo, Christian Henning Uncertainty-based out-of-distribution detection requires suitable function space priors, arXiv, 2021
• Maria R. Cervera, Rafael Dätwyler, Francesco D'Angelo, Hamza Keurti, Benjamin F. Grewe, Christian Henning Uncertainty estimation under model misspecification in neural network regression, "Your Model Is Wrong: Robustness and Misspecification in Probabilistic Modeling" Workshop, NeurIPS, 2021