Fairness
Ethics & Explainability
Ensuring models do not unfairly discriminate
What is Fairness?
Fairness definitions (equalized odds, demographic parity) and mitigation techniques aim to reduce biased outcomes.
Real-World Examples
- •Ensuring loan model equal error rates across groups