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01/31/2023
On the Within-Group Discrimination of Screening Classifiers
Screening classifiers are increasingly used to identify qualified candid...
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01/28/2022
Provably Improving Expert Predictions with Conformal Prediction
Automated decision support systems promise to help human experts solve t...
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03/16/2021
Differentiable Learning Under Triage
Multiple lines of evidence suggest that predictive models may benefit fr...
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06/21/2020
Classification Under Human Assistance
Most supervised learning models are trained for full automation. However...
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04/24/2018