Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications
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DOI: 10.1109/access.2023.3252370
Abstract: Bias in software systems is a serious threat to human rights: when software makes decisions that allocate resources or opportunities, may disparately impact people based on personal traits (e.g., gender, ethnic group, etc.), systematically (dis)advantaging… read more here.
Keywords: protected attributes; balance; measuring imbalance; target variable ... See more keywords