User Guide

• 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