Auditing fairness under unawareness through counterfactual reasoning.
Giandomenico CornacchiaVito Walter AnelliGiovanni Maria BiancofioreFedelucio NarducciClaudio PomoAzzurra RagoneEugenio Di SciascioPublished in: Inf. Process. Manag. (2023)
Keyphrases
- causal reasoning
- logical framework
- qualitative reasoning
- resource bounded
- neural network
- reasoning systems
- reasoning tasks
- automated reasoning
- data sets
- meta level
- rule based reasoning
- analogical reasoning
- reasoning process
- probabilistic reasoning
- statistical databases
- resource allocation
- access control
- knowledge representation
- knowledge base
- data mining
- spatial reasoning
- temporal reasoning
- cooperative
- bayesian networks
- logical reasoning