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Biased Heritage: How Datasets Shape Models in Facial Expression Recognition

Dominguez-Catena, Iris et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitioncomputers-and-societyi-2-10
In recent years, the rapid development of artificial intelligence (AI) systems has raised concerns about our ability to ensure their fairness, that is, how to avoid discrimination based on protected characteristics such as gender, race, or age. While algorithmic fairness is well-studied in simple bi
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