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
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Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
Latent Density Models for Uncertainty Categorization
We introduce DAUX, an interpretability framework to interpret model uncertainty.
Hao Sun, Boris van Breugel, Jonathan Crabbé, Nabeel Seedat, Mihaela van der Schaar
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Latent Density Models for Uncertainty Categorization