1 min read
Responsible AI: Implementing Fairness Metrics in ML Pipelines
Different fairness definitions apply to different contexts. Demographic parity, equalized odds, and calibration each capture distinct aspects of fairness.
Bias Detection
2 articles
1 min read
Bias Detection and Fairness Metrics for AI Systems
1. Measure multiple metrics : No single metric captures all fairness 2. Choose appropriate metrics : Based on your use case 3. Consider trade offs :…