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cs.LG2025
Humble AI in the real-world: the case of algorithmic hiring
Rahul Nair, Inge Vejsbjerg, Elizabeth Daly +2
Humble AI (Knowles et al., 2023) argues for cautiousness in AI development and deployments through scepticism (accounting for limitations of statistical learning), curiosity (accou…
cs.LG2023★ 1 cited
Explaining Knock-on Effects of Bias Mitigation
Svetoslav Nizhnichenkov, Rahul Nair, Elizabeth Daly +1
In machine learning systems, bias mitigation approaches aim to make outcomes fairer across privileged and unprivileged groups. Bias mitigation methods work in different ways and ha…