Fairness Under Demographic Scarce Regime

Keyphrases

• Sensitive Attribute 100%
• Attribute Selected Classifier 80%
• Demographic Information 60%
• Fairness Constraints 40%
• Source Code 20%
• Uncertainty Measure 20%
• Yield Model 20%
• Uncertainty-aware 20%
• Low Uncertainty 20%
• Conformal Prediction 20%

Computer Science

• Sensitive Attribute 100%
• Demographic Information 60%
• Fairness Constraint 40%
• Conformal Prediction 20%