Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification

Peter J. Bevan, Amir Atapour Abarghouei. Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1874-1892, PMLR, 2022. [doi]

@inproceedings{BevanA22,
  title = {Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification},
  author = {Peter J. Bevan and Amir Atapour Abarghouei},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/bevan22a.html},
  researchr = {https://researchr.org/publication/BevanA22},
  cites = {0},
  citedby = {0},
  pages = {1874-1892},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}