On the incompatibility of accuracy and equal opportunity

Computer Science

• Data Source 100%
• Affirmative Action 100%
• Differential Privacy 33%
• Machine Learning 33%
• Learning System 33%

Keyphrases

• Equality of Opportunity 100%
• Equal Opportunities 100%
• Privacy Constraint 33%
• Opportunity Loss 16%
• Fairness in Machine Learning 16%
• Target Labels 16%

INIS

• accuracy 100%
• data 50%
• constraints 33%
• losses 16%
• probabilistic estimation 16%
• machine learning 16%
• trade 16%