Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach
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Language
English
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Contents
Algorithms and models are increasingly deployed to inform decisions about people, inevitably affecting their lives. As a consequence, those in charge of developing these models must carefully evaluate their impact on different groups of people and favour group fairness, that is, ensure that groups determined by sensitive demographic attributes, suc...
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Full title
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach
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TN_cdi_crossref_primary_10_1613_jair_1_14033
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_1613_jair_1_14033
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ISSN
1076-9757
E-ISSN
1076-9757
DOI
10.1613/jair.1.14033
