Bias in Face Image Classification Machine Learning Models: The Impact of Annotator's Gender and Race

Andreas Kafkalias, Stylianos Herodotou, Zenonas Theodosiou, Andreas Lanitis. Bias in Face Image Classification Machine Learning Models: The Impact of Annotator's Gender and Race. In Ilias Maglogiannis, Lazaros Iliadis, John MacIntyre, Paulo Cortez 0001, editors, Artificial Intelligence Applications and Innovations - 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings, Part II. Volume 647 of IFIP Advances in Information and Communication Technology, pages 89-100, Springer, 2022. [doi]

Abstract

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