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Matthew Hale

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Modeling and Predicting Epidemic Spread: A Gaussian Process Regression Approach

Dec 14, 2023
Baike She, Lei Xin, Philip E. Paré, Matthew Hale

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DOMINO++: Domain-aware Loss Regularization for Deep Learning Generalizability

Aug 21, 2023
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang

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DOMINO: Domain-aware Loss for Deep Learning Calibration

Feb 10, 2023
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang

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Differential Privacy in Cooperative Multiagent Planning

Jan 20, 2023
Bo Chen, Calvin Hawkins, Mustafa O. Karabag, Cyrus Neary, Matthew Hale, Ufuk Topcu

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DOMINO: Domain-aware Model Calibration in Medical Image Segmentation

Sep 13, 2022
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang

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Privacy-Preserving Teacher-Student Deep Reinforcement Learning

Feb 18, 2021
Parham Gohari, Bo Chen, Bo Wu, Matthew Hale, Ufuk Topcu

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