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]

Abstract

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