Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness Under Unawareness Setting.
Giandomenico CornacchiaVito Walter AnelliFedelucio NarducciAzzurra RagoneEugenio Di SciascioPublished in: ECAI (2023)
Keyphrases
- detection method
- false positives
- causal reasoning
- object detection
- detection rate
- artificial intelligence
- detection scheme
- false alarms
- detection algorithm
- automatic detection
- rule based reasoning
- detection accuracy
- resource allocation
- anomaly detection
- expert systems
- case study
- video data
- trade off
- meta level
- logical framework
- knowledge base