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08/24/2023
Business Metric-Aware Forecasting for Inventory Management
Time-series forecasts play a critical role in business planning. However...
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05/22/2023
Evaluating Model Performance in Medical Datasets Over Time
Machine learning (ML) models deployed in healthcare systems must face da...
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11/14/2022
Model Evaluation in Medical Datasets Over Time
Machine learning models deployed in healthcare systems face data drawn f...
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11/03/2022
Domain Adaptation under Missingness Shift
Rates of missing data often depend on record-keeping policies and thus m...
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08/28/2022
Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19
With COVID-19 now pervasive, identification of high-risk individuals is ...
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12/09/2020
Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data
Since the COVID-19 pandemic first reached the United States, the case fa...
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06/02/2020
Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning
Respiratory complications due to coronavirus disease COVID-19 have claim...
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06/01/2020
Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes
In several medical decision-making problems, such as antibiotic prescrip...
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05/17/2016
Enhanced Twitter Sentiment Classification Using Contextual Information
The rise in popularity and ubiquity of Twitter has made sentiment analys...
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05/17/2016