Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions

A recent flurry of research activity has attempted to quantitatively define "fairness" for decisions based on statistical and machine learning (ML) predictions. The rapid growth of this new field has led to wildly inconsistent terminology and notation, presenting a serious challenge for ca...

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Detalles Bibliográficos
Autor principal: Barocas, Solon (Autor)
Otros Autores: Potash, Eric ; Mitchell, Shira ; Lum, Kristian ; D'Amour, Alexander
Tipo de documento: Electrónico Libro
Lenguaje:Inglés
Publicado: 2020
En:Año: 2020
Acceso en línea: Volltext (kostenfrei)
Verificar disponibilidad: HBZ Gateway
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Research