independence
separation
sufficiency
group fairness definitions, confusion matrix
Bias mitigation methods: preprocessing; reweighting; inprocessing; adversarial debiasing; postprocessing; reject option based classification
https://en.wikipedia.org/wiki/Fairness_(machine_learning)
https://en.wikipedia.org/wiki/Algorithmic_bias
No comments:
Post a Comment