Learning to Rank for Optimal Treatment Allocation Under Resource Constraints.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Aligning Machine Learning Solutions with Clinical Needs
PhD thesis, 2023
Machine Learning for Health (ML4H) 2022.
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Proceedings of the Machine Learning for Health, 2022
Noninvasive Estimation of Hydration Status in Athletes Using Wearable Sensors and a Data-Driven Approach Based on Orthostatic Changes.
Sensors, 2021
Automated Loss-of-Balance Event Identification in Older Adults at Risk of Falls during Real-World Walking Using Wearable Inertial Measurement Units.
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Sensors, 2021
Estimating Calibrated Individualized Survival Curves with Deep Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
When to remember where you came from: node representation learning in higher-order networks.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019