Fairness with overlapping groups

Keyphrases

• Bayes Optimal Classifier 66%
• Classification Methods 33%
• Classification Problem 33%
• Fair Classification 100%
• Fair Prediction 33%
• Fairness Measures 33%
• Fairness Metrics 33%
• Metric Scores 33%
• Multi-class 33%
• Non-decomposable 33%
• Overlapping Groups 100%
• Performance Fairness 33%
• Performance Metrics 33%
• Performance Tradeoff 33%
• Population Analysis 33%
• Prediction Problems 33%

Mathematics

• Classification Method 100%
• Classification Problem 100%
• Prediction Problem 100%
• Wide Range 100%

Computer Science

• Classification Method 50%
• Classification Problem 50%
• Fairness Performance 50%
• Optimal Classifier 100%
• Performance Metric 50%