Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency

Research article (Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 2021) · cited 98× · AI/ML
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Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency

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Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency. Retrieved May 24, 2026, from https://4ort.xyz/entity/data-centric-explanations-explaining-training-data-of-machine-learning-systems-to-promote-transparency
MLA “Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/data-centric-explanations-explaining-training-data-of-machine-learning-systems-to-promote-transparency.
BibTeX @misc{4ortxyz_data-centric-explanations-explaining-training-data-of-machine-learning-systems-to-promote-transparency_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency}}, year = {2026}, url = {https://4ort.xyz/entity/data-centric-explanations-explaining-training-data-of-machine-learning-systems-to-promote-transparency}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency — https://4ort.xyz/entity/data-centric-explanations-explaining-training-data-of-machine-learning-systems-to-promote-transparency (retrieved 2026-05-24)

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