Assessing algorithmic fairness with unobserved protected class using data combination
Nathan Kallus, Xiaojie Mao, Angela Zhou
| Year of publication: |
2022
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|---|---|
| Authors: | Kallus, Nathan ; Mao, Xiaojie ; Zhou, Fuzhao |
| Published in: |
Management science : journal of the Institute for Operations Research and the Management Sciences. - Hanover, Md. : INFORMS, ISSN 1526-5501, ZDB-ID 2023019-9. - Vol. 68.2022, 3, p. 1959-1981
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| Subject: | disparate impact and algorithmic bias | partial identification | proxy variables | fractional optimization | Bayesian Improved Surname Geocoding |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/mnsc.2020.3850 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013260286