data requirements
causal graph
Requires a predefined causal structure or graph
1 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Path-Specific Counterfactual Fairness Assessment | Metric | Model Agnostic | Tabular | A causal fairness evaluation technique that assesses algorithmic discrimination by examining specific causal pathways in... |
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