The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness
EA Watkins, J Chen - The 2024 ACM Conference on Fairness …, 2024 - dl.acm.org
Computer scientists are trained in the art of creating abstractions that simplify and
generalize. However, a premature abstraction that omits crucial contextual details creates …
generalize. However, a premature abstraction that omits crucial contextual details creates …
[PDF][PDF] The four-fifths rule is not disparate impact
EA Watkins, M McKenna, J Chen - 2022 - researchgate.net
Computer scientists are trained in the art of creating abstractions that simplify and
generalize. However, a premature abstraction that omits crucial contextual details creates …
generalize. However, a premature abstraction that omits crucial contextual details creates …
[PDF][PDF] Trust and AI in Clinical Decision Support
B Wilson - 2020 - iss-www-00.swansea.ac.uk
Abstract Machine learning (ML) and artificial intelligence (AI) techniques are increasingly
visible in the domain of clinical decision support. Significant results have been obtained in …
visible in the domain of clinical decision support. Significant results have been obtained in …