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06/29/2023
Length of Stay prediction for Hospital Management using Domain Adaptation
Inpatient length of stay (LoS) is an important managerial metric which i...
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02/26/2022
Healthsheet: Development of a Transparency Artifact for Health Datasets
Machine learning (ML) approaches have demonstrated promising results in ...
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01/31/2022
Fair Wrapping for Black-box Predictions
We introduce a new family of techniques to post-process ("wrap") a black...
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12/08/2020
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives
How should we decide which fairness criteria or definitions to adopt in ...
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10/06/2020
Characterising Bias in Compressed Models
The popularity and widespread use of pruning and quantization is driven ...
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02/09/2020