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On the relationship between research parasites and fairness in machine learning: challenges and opportunities

Machine learning systems influence our daily lives in many different ways. Hence, it is crucial to ensure that the decisions and recommendations made by these systems are fair, equitable, and free of unintended biases. Over the past few years, the field of fairness in machine learning has grown rapi...

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Detalles Bibliográficos
Autores principales: Nieto, Nicolás, Larrazabal, Agostina, Peterson, Victoria, Milone, Diego H, Ferrante, Enzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8685850/
https://www.ncbi.nlm.nih.gov/pubmed/34927190
http://dx.doi.org/10.1093/gigascience/giab086