Machine learning terms/Fairness
(Redirected from Fairness terms)
- See also: Machine learning terms
- attribute
- automation bias
- bias (ethics/fairness)
- confirmation bias
- counterfactual fairness
- coverage bias
- demographic parity
- disparate impact
- disparate treatment
- equality of opportunity
- equalized odds
- experimenter's bias
- fairness constraint
- fairness metric
- group attribution bias
- implicit bias
- incompatibility of fairness metrics
- individual fairness
- in-group bias
- non-response bias
- out-group homogeneity bias
- participation bias
- post-processing
- predictive parity
- predictive rate parity
- preprocessing
- proxy (sensitive attributes)
- reporting bias
- sampling bias
- selection bias
- sensitive attribute
- unawareness (to a sensitive attribute)