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Grants

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Federal Grants​​​​​

  • National Institutes of Health, "Transforming Precision Medicine: Dynamic Learning and Prediction of Disease Progression in Massive, Diverse, and Multimodal Cohorts." ​​

    • NIH R01DK142026-01, 9/2024-8/2029.  Role: Co-I (effort: 2 months/year for 4 years). This project is in collaboration with PI Jin Zhou.

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  • National Science Foundation, "Conference: UCLA Synthetic Data Workshop." ​​

    • NSF DMS Award #2309349, 4/1/2023-3/31/2024.  Role: Co-PI. This project is in collaboration with PI Guang Cheng. ​​

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  • National Science Foundation, "Development of Machine Learning Technology for Matching under a Variety of Realistic and Large-Scale Preference Structures."​

    • NSF IIP Award #2133869, 6/1/2021-11/30/2022.  Role: EL (similar to Co-PI). This project is in collaboration with PI Lexin Li. ​​

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Industrial Grants​​​​​

  • Merck & Co., "Dynamic Double Machine Learning for High-dimensional Causal Inference in Neuroscience Applications." ​

    • Merck Research Grant, $300K, 1/1/2025-12/31/2026 Role: PI.​​ This project is in collaboration with PI Hua Zhou and PI Jin Zhou.

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  • Amazon, "Optimal Data Augmentation Strategy Search." ​

    • Amazon Research Grant, 7/1/2020-6/30/2021 Role: Co-PI.​ This project is in collaboration with PI Robert M. Anderson.​

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University Grants​​​​​

  • University of California, Los Angeles, "Advancing Understanding and Diagnosis of Alzheimer's Disease through Interpretable Machine Learning." ​

    • Research Allowance Grant, 7/1/2024-6/30/2025 Role: PI.​

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  • University of California, Los Angeles, "A Novel Machine-Learning Approach for Quantifying Alzheimer’s Disease Pathology." ​

    • Research Research Grant, 7/1/2023-6/30/2024.  Role: PI.​

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  • University of California, Los Angeles, "Interpretable Machine Learning for Neuroimaging Analysis under Heterogenous Population." ​

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  • University of California, Berkeley, "A Novel Machine Learning Framework for Matching Markets." ​

    • UC Berkeley Research Grant, 1/1/2021-6/30/2021.   Role: PI.​

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