175 citations · 262 across the 8 of their papers we have counts for
Showing 2022 · cs.CYShow all
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cs.CY2022★ 2 cited
A relationship and not a thing: A relational approach to algorithmic accountability and assessment documentation
Jacob Metcalf, Emanuel Moss, Ranjit Singh +2
Central to a number of scholarly, regulatory, and public conversations about algorithmic accountability is the question of who should have access to documentation that reveals the…
cs.CY2022★ 16 cited
The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness
Elizabeth Anne Watkins, Michael McKenna, Jiahao Chen
Computer scientists are trained to create abstractions that simplify and generalize. However, a premature abstraction that omits crucial contextual details creates the risk of epis…