Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness

Sumon Biswas, Hridesh Rajan. Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness. In Prem Devanbu, Myra B. Cohen, Thomas Zimmermann 0001, editors, ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Virtual Event, USA, November 8-13, 2020. pages 642-653, ACM, 2020. [doi]

@inproceedings{BiswasR20,
  title = {Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness},
  author = {Sumon Biswas and Hridesh Rajan},
  year = {2020},
  doi = {10.1145/3368089.3409704},
  url = {https://doi.org/10.1145/3368089.3409704},
  researchr = {https://researchr.org/publication/BiswasR20},
  cites = {0},
  citedby = {0},
  pages = {642-653},
  booktitle = {ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Virtual Event, USA, November 8-13, 2020},
  editor = {Prem Devanbu and Myra B. Cohen and Thomas Zimmermann 0001},
  publisher = {ACM},
  isbn = {978-1-4503-7043-1},
}