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The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions

PROCEEDINGS OF THE 6TH ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, FACCT 2023(2023)

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关键词
Dataset multiplicity,procedural fairness,model robustness,data bias,model multiplicity
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