ECUAS$_n$: A family of metrics for principled evaluation of uncertainty-augmented systems 事件

ECUAS$_n$: A family of metrics for principled evaluation of uncertainty-augmented systems arXiv:2605.20490v3 Announce Type: replace Abstract: In high-stakes automated decision-making, access to predictive uncertainty is essential for enabling users -- human or downstream systems -- to accept or reject predictions based on application-specific cost trade-offs. Such uncertainty-augmented (UA) systems -- i.e., systems that output both predictions and uncertainty scores -- are currently being asses