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  • Fairness in Machine Learning
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User GuideΒΆ

  • Fairness in Machine Learning
    • Fairness of AI systems
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    • Fairness assessment and unfairness mitigation
      • Group fairness, sensitive features
      • Parity constraints
      • Disparity metrics, group metrics
  • Assessment
    • Metrics
    • Dashboard
  • Mitigation
    • Postprocessing
    • Reductions
      • Exponentiated Gradient
      • Grid Search

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