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143 * ! Tue, 8/10/2021, 10:00 AM - 11:50 AM Virtual
New Machine Learning Tools for Mobile Health Data and Individual Intervention — Invited Papers
Lifetime Data Science Section, Section on Statistical Learning and Data Science, IMS, ENAR
Organizer(s): Annie Qu, Unviersity of California Irvine
Chair(s): Bin Nan, University of California Irvine
10:05 AM Inference of Causal Relations with Interventions
Chunlin Li, University of Minnesota; Xiaotong T Shen, University of Minnesota; Wei Pan, University of Minnesota
10:30 AM Tracking Weight Loss Before and During Pregnancy
Heping Zhang, Yale University
10:55 AM Efficient Learning of Optimal Individualized Treatment Rules
Weibin Mo, University of North Carolina; Yufeng Liu, University of North Carolina at Chapel Hill
11:20 AM Supervised Learning of Health-Related Secret Codes from Wearable Devices Data
Peter X.K. Song, University of Michigan
11:45 AM Floor Discussion