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On Hedden's proof that machine learning fairness metrics are flawed.

Brian Hedden, in a recent article in Philosophy and Public Affairs [Hedden 2021. "On Statistical Criteria of Algorithmic Fairness." Philosophy and Public Affairs 49 (2): 209–231. https://doi.org/10.1111/papa.v49.2.], presented a thought experiment designed to probe the validity of the fairness metri...

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Publicado en:Inquiry Vol. 68; no. 4; pp. 1198 - 1218
Autores principales: Søgaard, Anders, Kappel, Klemens, Grünbaum, Thor
Formato: Artículo
Publicado: Taylor & Francis Ltd May2025
Materias:
Machine learning
Thought experiments
Coins
Fairness
Forecasting
Classification
Acceso en línea:Ver este registro en EBSCOhost