Towards Causal Benchmarking of Bias in Face Analysis Algorithms

Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona. Towards Causal Benchmarking of Bias in Face Analysis Algorithms. In Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm, editors, Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XVIII. Volume 12363 of Lecture Notes in Computer Science, pages 547-563, Springer, 2020. [doi]

@inproceedings{BalakrishnanXXP20,
  title = {Towards Causal Benchmarking of Bias in Face Analysis Algorithms},
  author = {Guha Balakrishnan and Yuanjun Xiong and Wei Xia and Pietro Perona},
  year = {2020},
  doi = {10.1007/978-3-030-58523-5_32},
  url = {https://doi.org/10.1007/978-3-030-58523-5_32},
  researchr = {https://researchr.org/publication/BalakrishnanXXP20},
  cites = {0},
  citedby = {0},
  pages = {547-563},
  booktitle = {Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XVIII},
  editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan-Michael Frahm},
  volume = {12363},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-58523-5},
}