• "Riemannian Laplace approximations for Bayesian neural networks."
  F. Bergamin, P. Moreno-Muñoz, S. Hauberg and G. Arvanitidis
  To appear in Advances in Neural Information Processing Systems (NeurIPS), 2023
  [ arXiv ] [ Code available soon! ] [ Poster ]

• "Model-agnostic out-of-distribution detection using combined statistical tests."
  F. Bergamin ^*, P-A. Mattei ^*, J.D. Havtorn , H. Senetaire, H. Schmutz, L. Maaløe, S. Hauberg, J. Frellsen
  Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.
  [ arXiv ] [ Code ] [ Poster ]

Preprints and working papers