F AIR M IND : A Tool for Automatic Causal Fairness Analysis with LLM-Generated Reports
The approach builds on the assumptions of the standard fairness model recently proposed by Pleˇcko and Bareinboim, enabling a principled evaluation of fairness in terms of causal effects, particularly as the complexity of the data structures increases.
Alessia Berarducci, Eric Rossetto, Alessandro Antonucci et al.
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