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How I Would have been Differently Treated. Discrimination Through the Lens of Counterfactual Fairness

The widespread use of algorithms for prediction-based decisions urges us to consider the question of what it means for a given act or practice to be discriminatory. Building upon work by Kusner and colleagues in the field of machine learning, we propose a counterfactual condition as a necessary requ...

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Detalles Bibliográficos
Autores principales: Loi, Michele, Nappo, Francesco, Viganò, Eleonora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203005/
https://www.ncbi.nlm.nih.gov/pubmed/37228851
http://dx.doi.org/10.1007/s11158-023-09586-3

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