Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines

Research article (ACM Transactions on Information Systems, 2024) · cited 27× · AI/ML
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Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines

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Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines. Retrieved May 24, 2026, from https://4ort.xyz/entity/should-fairness-be-a-metric-or-a-model-a-model-based-framework-for-assessing-bias-in-machine-learning-pipelines
MLA “Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/should-fairness-be-a-metric-or-a-model-a-model-based-framework-for-assessing-bias-in-machine-learning-pipelines.
BibTeX @misc{4ortxyz_should-fairness-be-a-metric-or-a-model-a-model-based-framework-for-assessing-bias-in-machine-learning-pipelines_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines}}, year = {2026}, url = {https://4ort.xyz/entity/should-fairness-be-a-metric-or-a-model-a-model-based-framework-for-assessing-bias-in-machine-learning-pipelines}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines — https://4ort.xyz/entity/should-fairness-be-a-metric-or-a-model-a-model-based-framework-for-assessing-bias-in-machine-learning-pipelines (retrieved 2026-05-24)

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