Bias In AI

concepts · 2 notes linked

Related: Algorithmic Fairness · Kristian Lum · Hrdag · Predpol · Predictive Policing · Propublica · Northpointe · Machine Learning

Notes

• Bias in Criminal Risk Scores Is Mathematically Inevitable, Researchers Say — Mathematical proof that predictive parity and equal error rates are incompatible fairness criteria
• Justice by the Numbers: Meet the Statistician Trying to Fix Bias in Criminal Justice Algorithms — Kristian Lum using statistics to expose and fix bias in criminal justice algorithms