How robust is your fair model? Exploring the robustness of prominent fairness strategies.
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| Title: | How robust is your fair model? Exploring the robustness of prominent fairness strategies. |
|---|---|
| Authors: | Small, Edward A.1, edward.small@student.rmit.edu.au, Shao, Wei1,2, Zhang, Zeliang3, Liu, Peihan4, Chan, Jeffrey1, Sokol, Kacper1,5, Salim, Flora D.6 |
| Source: | Data Mining & Knowledge Discovery; Jul2025, Vol. 39 Issue 4, p1-35, 35p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 185881461 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=185881461 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10618-025-01112-8 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 35 StartPage: 1 Titles: – TitleFull: How robust is your fair model? Exploring the robustness of prominent fairness strategies. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Small, Edward A. – PersonEntity: Name: NameFull: Shao, Wei – PersonEntity: Name: NameFull: Zhang, Zeliang – PersonEntity: Name: NameFull: Liu, Peihan – PersonEntity: Name: NameFull: Chan, Jeffrey – PersonEntity: Name: NameFull: Sokol, Kacper – PersonEntity: Name: NameFull: Salim, Flora D. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 13845810 Numbering: – Type: volume Value: 39 – Type: issue Value: 4 Titles: – TitleFull: Data Mining & Knowledge Discovery Type: main |
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