A clarification of the nuances in the fairness metrics landscape

In recent years, the problem of addressing fairness in machine learning (ML) and automatic decision making has attracted a lot of attention in the scientific communities dealing with artificial intelligence. A plethora of different definitions of fairness in ML have been proposed, that consider diff...

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Detalles Bibliográficos
Autores principales: Castelnovo, Alessandro, Crupi, Riccardo, Greco, Greta, Regoli, Daniele, Penco, Ilaria Giuseppina, Cosentini, Andrea Claudio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913820/
https://www.ncbi.nlm.nih.gov/pubmed/35273279
http://dx.doi.org/10.1038/s41598-022-07939-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913820/
https://www.ncbi.nlm.nih.gov/pubmed/35273279
http://dx.doi.org/10.1038/s41598-022-07939-1

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