64 citations · 105 across the 6 of their papers we have counts for
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cs.CV2023★ 1 cited
DSAP: Analyzing Bias Through Demographic Comparison of Datasets
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
In the last few years, Artificial Intelligence systems have become increasingly widespread. Unfortunately, these systems can share many biases with human decision-making, including…
cs.CV2023★ 64 cited
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Demographic biases in source datasets have been shown as one of the causes of unfairness and discrimination in the predictions of Machine Learning models. One of the most prominent…