Interventional Fairness : Causal Database Repair for Algorithmic Fairness

Authors

• 1. Babak Salimi (University of Washington)
• 2. Luke Rodriguez (University of Washington)
• 3. Bill Howe (University of Washington)
• 4. Dan Suciu (University of Washington)

@inproceedings{salimi_sigmod19,
        title = {{Interventional Fairness : Causal Database Repair for Algorithmic Fairness}},
        author = {Salimi, Babak and Rodriguez, Luke and Howe, Bill and Suciu, Dan},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3319901},
        url = {https://dl.acm.org/doi/10.1145/3299869.3319901},
        year = {2019}
}

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