Spotting (and Missing) Algorithmic Bias: Investigating User Understanding in a Fairness Assessment Tool

Anna Verheyden, Yizhe Zhang, Robin De Croon +2

Fairness metric selection is typically left to data scientists, but which biases are problematic and which metric captures them best depends on stakeholders' experience and domain…