Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning.
Giandomenico CornacchiaVito Walter AnelliFedelucio NarducciAzzurra RagoneEugenio Di SciascioPublished in: CoRR (2023)
Keyphrases
- decision model
- causal reasoning
- logical framework
- decision problems
- construction process
- decision models
- decision makers
- decision making
- knowledge base
- reasoning tasks
- data mining
- decision theory
- reasoning process
- causal models
- spatial reasoning
- directed acyclic graph
- inference rules
- belief revision
- resource allocation
- state space
- neural network