Unfairness appears as unfair causal paths in a causal Bayesian network of the data process, providing a graphical tool to measure bias and build fair models in complex cases.
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A Causal Bayesian Networks Viewpoint on Fairness
Unfairness appears as unfair causal paths in a causal Bayesian network of the data process, providing a graphical tool to measure bias and build fair models in complex cases.