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8 * ! Mon, 8/3/2020, 10:00 AM - 11:50 AM Virtual
Recent Advances in Statistical Learning for High-Dimensional and Heterogeneous Complex Data — Invited Papers
Section on Statistical Learning and Data Science, International Chinese Statistical Association, Journal on Statistical Analysis and Data Mining, Section on Statistical Computing
Organizer(s): Ji Zhu, University of Michigan
Chair(s): Omid Shams Solari, UC Berkeley
10:05 AM Heterogeneous Mediation Analysis for Causal Inference
Fei Xue, University of Pennsylvania; Xiwei Tang, University of Virgina; Annie Qu, University of Illinois at Urbana-Champaign
10:25 AM L-zero regularization in the causal mediation analysis
Peter X.K. Song, University of Michigan; Wen Wang, University of Michigan
10:45 AM Large matrix estimation for time series data
Hai Shu, New York University; Bin Nan, University of California, Irvine
11:05 AM High-dimensional factor regression for heterogeneous subpopulations
Peiyao Wang, University of North Carolina at Chapel Hill; Quefeng Li, UNC Chapel Hill; Yufeng Liu, University of North Carolina at Chapel Hill; Dinggang Shen, University of North Carolina at Chapel Hill
11:25 AM Correlation Tensor Decomposition and Its Application in Spatial Imaging Data
Yujia Deng, University of Illinois, Urbana-Champaign; Xiwei Tang, University of Virgina; Annie Qu, University of California Irvine
11:45 AM Floor Discussion