Perfectly parallel fairness certification of neural networks

Author:

Urban Caterina1,Christakis Maria2,Wüstholz Valentin3,Zhang Fuyuan2

Affiliation:

1. Inria, France / ENS, France / CNRS, France / PSL University, France

2. MPI-SWS, Germany

3. ConsenSys, Germany

Publisher

Association for Computing Machinery (ACM)

Subject

Safety, Risk, Reliability and Quality,Software

Reference80 articles.

1. Repairing Decision-Making Programs Under Uncertainty

2. FairSquare: probabilistic verification of program fairness

3. Aws Albarghouthi and Samuel Vinitsky. 2019. Fairness-Aware Programming. In FAT*. 211-219. https://doi.org/10.1145/ 3287560.3287588 10.1145/3287560.3287588 Aws Albarghouthi and Samuel Vinitsky. 2019. Fairness-Aware Programming. In FAT*. 211-219. https://doi.org/10.1145/ 3287560.3287588 10.1145/3287560.3287588

4. Big Data's Disparate Impact;Barocas Solon;California Law Review,2016

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