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06/22/2022
Deep Learning to Jointly Schema Match, Impute, and Transform Databases
An applied problem facing all areas of data science is harmonizing data ...
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07/19/2021
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues
Data quality is a common problem in machine learning, especially in high...
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11/03/2020
(Un)fairness in Post-operative Complication Prediction Models
With the current ongoing debate about fairness, explainability and trans...
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03/30/2020