5 citations · 7 across the 3 of their papers we have counts for
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stat.ML2021★ 5 cited
Classification with abstention but without disparities
Nicolas Schreuder, Evgenii Chzhen
Classification with abstention has gained a lot of attention in recent years as it allows to incorporate human decision-makers in the process. Yet, abstention can potentially ampli…
stat.ML2020★ 1 cited
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression
Evgenii Chzhen, Nicolas Schreuder
Let be a triplet following some joint distribution with feature vector , sensitive attribute , an…