· 2019· Review
Fairness and Abstraction in Sociotechnical Systems
- 1,378citations
- 2019year
Short summary
Technical interventions for fairness in machine learning are often ineffective or misguided due to a mismatch between computer science concepts (abstraction, modularity) and real-world social contexts.
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Safety ResearchSocial Sciences