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Ensuring generalized fairness in batch classification

In this paper, we consider the problem of batch classification and propose a novel framework for achieving fairness in such settings. The problem of batch classification involves selection of a set of individuals, often encountered in real-world scenarios such as job recruitment, college admissions...

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Detalles Bibliográficos
Autores principales: Pal, Manjish, Pokhriyal, Subham, Sikdar, Sandipan, Ganguly, Niloy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622441/
https://www.ncbi.nlm.nih.gov/pubmed/37919372
http://dx.doi.org/10.1038/s41598-023-45943-1