Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines
Summary
Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines is a scholarly article[1].
Key Facts
Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.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 promptAccording 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)