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Learning Optimal Fair Policies

Systematic discriminatory biases present in our society influence the way data is collected and stored, the way variables are defined, and the way scientific findings are put into practice as policy. Automated decision procedures and learning algorithms applied to such data may serve to perpetuate e...

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Bibliografische gegevens
Gepubliceerd in:Proc Mach Learn Res
Hoofdauteurs: Nabi, Razieh, Malinsky, Daniel, Shpitser, Ilya
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2019
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6935348/
https://ncbi.nlm.nih.gov/pubmed/31886463
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