Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics

Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan. Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. In Huáscar Espinoza, José Hernández-Orallo, Xin Cynthia Chen, Seán S. ÓhÉigeartaigh, Xiaowei Huang 0001, Mauricio Castillo-Effen, Richard Mallah, John McDermid, editors, Proceedings of the Workshop on Artificial Intelligence Safety, co-located with 34th AAAI Conference on Artificial Intelligence, SafeAI@AAAI 2020, New York City, NY, USA, February 7, 2020. Volume 2560 of CEUR Workshop Proceedings, pages 146-152, CEUR-WS.org, 2020. [doi]

Authors

Ignacio Serna

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Aythami Morales

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Julian Fiérrez

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Manuel Cebrián

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Nick Obradovich

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Iyad Rahwan

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