Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks

Verya Monjezi, Ashutosh Trivedi 0001, Gang Tan, Saeid Tizpaz Niari. Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023. pages 1571-1582, IEEE, 2023. [doi]

@inproceedings{MonjeziTTT23,
  title = {Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks},
  author = {Verya Monjezi and Ashutosh Trivedi 0001 and Gang Tan and Saeid Tizpaz Niari},
  year = {2023},
  doi = {10.1109/ICSE48619.2023.00136},
  url = {https://doi.org/10.1109/ICSE48619.2023.00136},
  researchr = {https://researchr.org/publication/MonjeziTTT23},
  cites = {0},
  citedby = {0},
  pages = {1571-1582},
  booktitle = {45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023},
  publisher = {IEEE},
  isbn = {978-1-6654-5701-9},
}