Selection, ignorability and challenges with causal fairness
In this paper we look at popular fairness methods that use causal counterfactuals. These methods capture the intuitive notion that a prediction is fair if it coincides with the prediction that would have been made if someone’s race, gender or religion were counterfactually different. In order to ach...
| Main Authors: | , , |
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| Format: | Conference item |
| Language: | English |
| Published: |
PMLR
2022
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