Search Results for author: Eura Shin

Found 2 papers, 0 papers with code

Modeling Mobile Health Users as Reinforcement Learning Agents

no code implementations1 Dec 2022 Eura Shin, Siddharth Swaroop, Weiwei Pan, Susan Murphy, Finale Doshi-Velez

Mobile health (mHealth) technologies empower patients to adopt/maintain healthy behaviors in their daily lives, by providing interventions (e. g. push notifications) tailored to the user's needs.

Decision Making reinforcement-learning +1

Online structural kernel selection for mobile health

no code implementations21 Jul 2021 Eura Shin, Pedja Klasnja, Susan Murphy, Finale Doshi-Velez

Motivated by the need for efficient and personalized learning in mobile health, we investigate the problem of online kernel selection for Gaussian Process regression in the multi-task setting.

regression

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