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The Case for Process Fairness in Learning:Feature Selection for ...
https://mlg.eng.cam.ac.uk/adrian/grgic.pdf16 Jul 2024: Similarly, we argue that when consideringdecision-making, fairness of the process is distinct from fairness of the outcome. ... In contrast, our empirical analysis of the ProPublica COMPASdataset suggests that in order to achieve process fairness, a more
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