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Fairness in Machine Learning
Assessment
Metrics
Dashboard
Mitigation
Postprocessing
Reductions
Exponentiated Gradient
Grid Search
User Guide
ΒΆ
Fairness in Machine Learning
Fairness of AI systems
Types of harms
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