Repulsive Deep Ensembles are Bayesian

von D' Angelo, Francesco
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 5 of 36 (2022)

PACOH: BAYES-OPTIMAL META-LEARNING WITH PAC-GUARANTEES

von ROTHFUSS, JONAS
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 12 of 16 (2022)

SCALABLE MARGINAL LIKELIHOOD ESTIMATION FOR MODEL SELECTION IN DEEP LEARNING

von IMMER, ALEXANDER
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 6 of 16 (2022)

Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations

von Immer, Alexander
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 17 of 50 (2023)