Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data

Research article (Big Data & Society, 2017) · cited 451× · AI/ML
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Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data

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Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data. Retrieved May 24, 2026, from https://4ort.xyz/entity/fairer-machine-learning-in-the-real-world-mitigating-discrimination-without-collecting-sensitive-data
MLA “Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/fairer-machine-learning-in-the-real-world-mitigating-discrimination-without-collecting-sensitive-data.
BibTeX @misc{4ortxyz_fairer-machine-learning-in-the-real-world-mitigating-discrimination-without-collecting-sensitive-data_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data}}, year = {2026}, url = {https://4ort.xyz/entity/fairer-machine-learning-in-the-real-world-mitigating-discrimination-without-collecting-sensitive-data}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data — https://4ort.xyz/entity/fairer-machine-learning-in-the-real-world-mitigating-discrimination-without-collecting-sensitive-data (retrieved 2026-05-24)

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