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How I Would have been Differently Treated. Discrimination Through the Lens of Counterfactual Fairness
The widespread use of algorithms for prediction-based decisions urges us to consider the question of what it means for a given act or practice to be discriminatory. Building upon work by Kusner and colleagues in the field of machine learning, we propose a counterfactual condition as a necessary requ...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Netherlands
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203005/ https://www.ncbi.nlm.nih.gov/pubmed/37228851 http://dx.doi.org/10.1007/s11158-023-09586-3 |