Aleatoric Uncertainty

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data

We introduce Data-IQ, a data-centric framework to identify ambiguous examples.

Nabeel Seedat, Jonathan Crabbé, Ioana Bica, Mihaela van der Schaar