Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making.
Joachim BaumannCorinna HertweckMichele LoiChristoph HeitzPublished in: EWAF (2023)
Keyphrases
- decision making
- group decision
- maximum likelihood
- decision makers
- decision support
- image interpretation
- decision support system
- decision process
- high level
- fuzzy logic
- information processing
- group membership
- resource allocation
- artificial intelligence
- knowledge management
- higher order
- business intelligence
- electronic commerce
- evolutionary algorithm
- game theory
- evaluation metrics
- data mining
- similarity metrics
- neural network
- real time