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307 * ! Tue, 8/9/2022, 2:00 PM - 3:50 PM CC-102A
Deep Learning, Nonparametric Statistics, and Beyond — Invited Papers
Section on Nonparametric Statistics, Section on Statistical Learning and Data Science, Section on Statistical Computing, Caucus for Women in Statistics
Organizer(s): Yufeng Liu, University of North Carolina
Chair(s): Yufeng Liu, University of North Carolina
2:05 PM Kernel Estimation of Bivariate Time-Varying Coefficient Model for Longitudinal Data with Terminal Event
Bin Nan, University of California, Irvine; Yue Wang, University of California, Irvine; Jack Kalbfleisch, University of Michigan
2:30 PM Optimal Omni-Channel Individualized Treatment Rules Under Budget Constraints Using Deep Learning
Qi Xu, Unviersity of California Irvine; Haoda Fu, Eli Lilly and Company; Annie Qu, UC Irvine
2:55 PM Sleep Classification with Artificial Synthetic Imaging Data Using Convolutional Neural Networks
Peter Song, University of Michigan; Lan Shi, University of Michigan ; Marianthie Wank, University of Michigan; Yan Chen, University of Michigan ; Yibo Wang, University of Michigan; Emily Charlotte Hector, North Carolina State University
3:20 PM Population-Level Balance in Signed Networks
Weijing Tang, University of Michigan; Ji Zhu, University of Michigan
3:45 PM Floor Discussion