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

Lautaro Estienne, Erik Ernst, Matías Vera +2

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 o…