PROBABILISTIC SAFETY FOR BAYESIAN NEURAL NETWORKS

von WICKER, MATTHEW
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (36. : 2020 : Online) 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020) ; Volume 3 of 3 (2021)

Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions

von Mazouz, Rayan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 13 of 50 (2023)

ROBUSTNESS OF BAYESIAN NEURAL NETWORKS TO GRADIENT-BASED ATTACKS

von Carbone, Ginevra
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 19 of 27 (2021)

CERTIFICATION OF ITERATIVE PREDICTIONS IN BAYESIAN NEURAL NETWORKS

von Wicker, Matthew
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 3 of 3 (2022)