An Information-Theoretic Quantification of Discrimination with Exempt Features

Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover. An Information-Theoretic Quantification of Discrimination with Exempt Features. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 3825-3833, AAAI Press, 2020. [doi]

@inproceedings{DuttaVMDG20,
  title = {An Information-Theoretic Quantification of Discrimination with Exempt Features},
  author = {Sanghamitra Dutta and Praveen Venkatesh and Piotr Mardziel and Anupam Datta and Pulkit Grover},
  year = {2020},
  url = {https://aaai.org/ojs/index.php/AAAI/article/view/5794},
  researchr = {https://researchr.org/publication/DuttaVMDG20},
  cites = {0},
  citedby = {0},
  pages = {3825-3833},
  booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020},
  publisher = {AAAI Press},
  isbn = {978-1-57735-823-7},
}