PC-Fairness: A unified framework for measuring causality-based fairness

Keyphrases

• Unified Framework 100%
• Fairness Notion 100%
• Counterfactual Fairness 100%
• Path-specific 100%
• Observational Data 50%
• Constrained Optimization Problem 50%
• Realistic Scenario 50%
• Recent Trends 50%
• Causal Connection 50%
• Common Challenges 50%
• Fair Machine Learning 50%
• Protected Attributes 50%

Computer Science

• Optimization Problem 100%
• Unified Framework 100%
• Constrained Optimization 100%
• Observational Data 100%
• Machine Learning 100%
• Learning System 100%
• Correctness 100%