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02/05/2023
The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default
In recent years fairness in machine learning (ML) has emerged as a highl...
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05/02/2022
The Theory of Artificial Immutability: Protecting Algorithmic Groups Under Anti-Discrimination Law
Artificial Intelligence (AI) is increasingly used to make important deci...
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05/12/2020
Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI
This article identifies a critical incompatibility between European noti...
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11/04/2018
Explaining Explanations in AI
Recent work on interpretability in machine learning and AI has focused o...
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11/01/2017