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Found 2 papers, 2 papers with code
Metrics of calibration for probabilistic predictions
The canonical reliability diagrams histogram the observed and expected values of the predictions; replacing the hard histogram binning with soft kernel density estimation is another common practice.
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
We discuss how we disentangle normative questions of product and policy design (like, "how should the system trade off between different stakeholders' interests and needs?")
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