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Causal Discovery for Fairness



Rūta Binkytė-Sadauskienė , Karima Makhlouf , Carlos Pinzón , Sami Zhioua , Catuscia Palamidessi


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Identifiability of Causal-based Fairness Notions: A State of the Art



Karima Makhlouf , Sami Zhioua , Catuscia Palamidessi


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Survey on Causal-based Machine Learning Fairness Notions



Karima Makhlouf , Sami Zhioua , Catuscia Palamidessi


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On the Applicability of ML Fairness Notions



Karima Makhlouf , Sami Zhioua , Catuscia Palamidessi


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