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234 ! Tue, 8/9/2022, 8:30 AM - 10:20 AM CC-102A
New Challenges in Statistical Learning and Inference for Complex Data — Topic Contributed Papers
Section for Statistical Programmers and Analysts, Section on Statistical Learning and Data Science, Section on Nonparametric Statistics, Section on Statistical Computing
Organizer(s): Ganggang Xu, University of Miami
Chair(s): Hou-Cheng Yang, U.S. Food and Drug Administration
8:35 AM Nonparametric Comparison of Time Series via Quantile Periodograms
Lei Jin, Texas A&M University - Corpus Christi
8:55 AM Jointly Modeling and Clustering Tensors in High Dimensions
Biao Cai, Yale University; Emma Jingfei Zhang, University of Miami; Will Wei Sun, Purdue University
9:15 AM On Deep Instrumental Variables Estimate
Ruiqi Liu, Texas Tech University; Zuofeng Shang, New Jersey Institute of Technology; Guang Cheng, Purdue University
9:35 AM Calibrating Multi-Dimensional Complex ODE from Noisy Data via Deep Neural Networks
Kexuan Li Li, Worcester Polytechnic Institute; Fangfang Wang, Worcester Polytechnic Institute; Ruiqi Liu, Texas Tech University; Fan Yang, Eli Lilly and Company; Zuofeng Shang, New Jersey Institute of Technology
9:55 AM Model-Assisted Uniformly Honest Inference for Optimal Treatment Regimes in High Dimension
Yunan Wu, University of Taxas at Dallas; Lan Wang, University of Miami; Haoda Fu, Eli Lilly and Company
10:15 AM Floor Discussion