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On Demographic Group Fairness Guarantees in Deep Learning.

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Bibliographic Details
Title: On Demographic Group Fairness Guarantees in Deep Learning.
Authors: Luo Y, Wen C, Shi M, Huang H, Fang Y, Wang M
Source: IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2026 Jul; Vol. 48 (7), pp. 8075-8092.
Publication Type: Journal Article
Journal Info: Publisher: IEEE Computer Society Country of Publication: United States NLM ID: 9885960 Publication Model: Print Cited Medium: Internet ISSN: 1939-3539 (Electronic) Linking ISSN: 00985589 NLM ISO Abbreviation: IEEE Trans Pattern Anal Mach Intell Subsets: MEDLINE
Database: MEDLINE Ultimate
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        Value: 10.1109/TPAMI.2026.3674484
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      – Code: eng
        Text: English
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        StartPage: 8075
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      – TitleFull: On Demographic Group Fairness Guarantees in Deep Learning.
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            NameFull: Luo Y
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            NameFull: Wen C
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            NameFull: Huang H
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              M: 07
              Text: 2026 Jul
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              Y: 2026
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