My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning
Machine learning technology has become ubiquitous, but, unfortunately, often exhibits bias. As a consequence, disparate stakeholders need to interact with and make informed decisions about using machine learning models in everyday systems. Visualization technology can support stakeholders in underst...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 1 vom: 18. Jan., Seite 327-337
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| 1. Verfasser: |
Gaba, Aimen
(VerfasserIn) |
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| Weitere Verfasser: |
Kaufman, Zhanna,
Cheung, Jason,
Shvakel, Marie,
Hall, Kyle Wm,
Brun, Yuriy,
Bearfield, Cindy Xiong |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article
Research Support, U.S. Gov't, Non-P.H.S. |
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