Uncovering Bias in the Face Processing Pipeline: An Analysis of Popular and State-of-the-Art Algorithms Across Demographic Groups

Christian Galea, Chantelle Saliba, Matthew Sacco, Mark Bugeja, Noel Buttigieg, Dylan Seychell. Uncovering Bias in the Face Processing Pipeline: An Analysis of Popular and State-of-the-Art Algorithms Across Demographic Groups. In Roberto Basili 0001, Domenico Lembo, Carla Limongelli, Andrea Orlandini, editors, AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings. Volume 14318 of Lecture Notes in Computer Science, pages 245-264, Springer, 2023. [doi]

@inproceedings{GaleaSSBBS23,
  title = {Uncovering Bias in the Face Processing Pipeline: An Analysis of Popular and State-of-the-Art Algorithms Across Demographic Groups},
  author = {Christian Galea and Chantelle Saliba and Matthew Sacco and Mark Bugeja and Noel Buttigieg and Dylan Seychell},
  year = {2023},
  doi = {10.1007/978-3-031-47546-7_17},
  url = {https://doi.org/10.1007/978-3-031-47546-7_17},
  researchr = {https://researchr.org/publication/GaleaSSBBS23},
  cites = {0},
  citedby = {0},
  pages = {245-264},
  booktitle = {AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings},
  editor = {Roberto Basili 0001 and Domenico Lembo and Carla Limongelli and Andrea Orlandini},
  volume = {14318},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-47546-7},
}