Бернштейнмен шектелген әділетсіздік

method ID: bernsteinboundedunfairness

Related Papers

Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractMost NLP datasets are not annotated with protected attributes such as gender, making it difficult to measure classification bias using standard measures of fairness (e.g., equal opportunity). However, manually annotating …...

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