/Fair-Pooling-Causal-Models

Aggregation of Causal Models under Counterfactual Fairness

Primary LanguagePython

Fair-Pooling-Causal-Models

Simulation code for the producing counterfactually fair predictions out of multiple causal models

References

[1] Zennaro, F. M. & Ivanovska, Counterfactually Fair Prediction Using Multiple Causal Models arXiv preprint arXiv:1810.00694, 2018

[2] Zennaro, F. M. & Ivanovska, M. Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation arXiv preprint arXiv:1805.09866, 2018