📚 node [[fairness_constraint|fairness constraint]]
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📓 garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Fairness_Constraint.md by @KGBicheno

fairness constraint

Go back to the [[AI Glossary]]

#fairness Applying a constraint to an algorithm to ensure one or more definitions of fairness are satisfied. Examples of fairness constraints include:

  • Post-processing your model's output.
  • Altering the loss function to incorporate a penalty for violating a fairness metric.
  • Directly adding a mathematical constraint to an optimization problem.
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