Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning

Workshops 2023

URL: https://ceur-ws.org/Vol-3381/11.pdf

Authors: Brando, Axel / Serra, Isabel / Mezzetti, Enrico / Cazorla, Francisco / Abella, Jaume

Publication: SafeAI 2023: The AAAI’s Workshop on Artificial Intelligence Safety

Keywords: Safety, Uncertainty Sources, supervised learning, deep learning, Aleatoric, Epistemic, Domain, Robustness, Reliability