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Helen Zhou

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

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Mar 03, 2024
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REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time

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Jan 31, 2024
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MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains

Nov 15, 2023
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Business Metric-Aware Forecasting for Inventory Management

Aug 24, 2023
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Evaluating Model Performance in Medical Datasets Over Time

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May 22, 2023
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Model Evaluation in Medical Datasets Over Time

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Nov 14, 2022
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Domain Adaptation under Missingness Shift

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Nov 03, 2022
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Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19

Aug 28, 2022
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Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning

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Jun 02, 2020
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Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes

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Jun 01, 2020
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