Fairness & Algorithmic Decision Making
Fairness and Algorithmic Decision Making
1. Introduction
2. What is Fairness?
3. Harm, Discrimination, and Measurement
4. COMPAS Recidivism Algorithm
5. Parity Measures
6. Interpreting Parity Measures
7. Score Functions, Calibration, and Fairness
8. COMPAS Analysis II
9. Bibliography
Index
