Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

Candice Schumann, Femi Olanubi, Auriel Wright, Ellis Monk Jr., Courtney Heldreth, Susanna Ricco. Consensus and Subjectivity of Skin Tone Annotation for ML Fairness. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{SchumannOWMHR23,
  title = {Consensus and Subjectivity of Skin Tone Annotation for ML Fairness},
  author = {Candice Schumann and Femi Olanubi and Auriel Wright and Ellis Monk Jr. and Courtney Heldreth and Susanna Ricco},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/60d25b3210c92f5ba2002a8e1f1adf1c-Abstract-Datasets_and_Benchmarks.html},
  researchr = {https://researchr.org/publication/SchumannOWMHR23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}