Public perception of accuracy-fairness trade-offs in algorithmic decisions in the United States.
The naive approach to preventing discrimination in algorithmic decision-making is to exclude protected attributes from the model's inputs. This approach, known as "equal treatment," aims to treat all individuals equally regardless of their demographic characteristics. However, this pr...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0319861 |
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