Fairness
The lesson explains how biased training data produces unfair models, using diagnostic systems and facial recognition as examples, and stresses balancing datasets across all dimensions to avoid disparate prediction quality.
The lesson explains how biased training data produces unfair models, using diagnostic systems and facial recognition as examples, and stresses balancing datasets across all dimensions to avoid disparate prediction quality.
