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Found 2 papers, 1 papers with code
"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness
Even with the growing variety of toolkits and strategies for working towards algorithmic fairness, they almost invariably require access to demographic attributes or proxies.
Model Cards for Model Reporting
Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information.
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