Fairness in representation: quantifying stereotyping as a representational harm

Mohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger +1

While harms of allocation have been increasingly studied as part of the subfield of algorithmic fairness, harms of representation have received considerably less attention. In this…