25 lines
525 B
Markdown
25 lines
525 B
Markdown
---
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title: "Fairness Audit"
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type: concept
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tags: [responsible-ai, fairness, ml-ops]
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sources: [specialized-model-qa]
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last_updated: 2026-04-20
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---
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## Definition
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公平性审计用于评估模型是否对受保护群体产生系统性偏差。
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## Common Checks
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- Demographic parity
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- Equalized odds
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- Performance by subgroup
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- Error-rate disparities
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## Use in Model QA
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- 识别不公平影响
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- 评估不同群体的风险差异
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- 作为治理与修复建议的依据
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## Related Concepts
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- [[Model Audit]]
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- [[SHAP Analysis]] |