Countering racial discrimination in algorithmic lending : a case for model-agnostic interpretation methods
Shivam Agarwal, Cal B. Muckley, Parvati Neelakantan
| Year of publication: |
2023
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|---|---|
| Authors: | Agarwal, Shivam ; Muckley, Cal ; Neelakantan, Parvati |
| Published in: |
Economics letters. - Amsterdam [u.a.] : Elsevier, ISSN 0165-1765, ZDB-ID 717210-2. - Vol. 226.2023, p. 1-5
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| Subject: | Big-data lending | Machine learning | Algorithmic injustice | Model-agnostic global interpretation methods | Künstliche Intelligenz | Artificial intelligence | Ethnische Diskriminierung | Ethnic discrimination | Algorithmus | Algorithm | Kreditgeschäft | Bank lending | Diskriminierung | Discrimination |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.econlet.2023.111117 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014313323