267 citations · 286 across the 2 of their papers we have counts for
2 papers
cs.CY2016★ 267 cited
On the (im)possibility of fairness
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
What does it mean for an algorithm to be fair? Different papers use different notions of algorithmic fairness, and although these appear internally consistent, they also seem mutua…
stat.ML2014★ 19 cited
Certifying and removing disparate impact
Michael Feldman, Sorelle Friedler, John Moeller +2
What does it mean for an algorithm to be biased? In U.S. law, unintentional bias is encoded via disparate impact, which occurs when a selection process has widely different outcome…