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184 ! Tue, 8/10/2021, 1:30 PM - 3:20 PM Virtual
Recent Advances in Statistical Machine Learning — Invited Papers
IMS, Section on Statistical Learning and Data Science, Section on Nonparametric Statistics
Organizer(s): Jianqing Fan , Princeton University
Chair(s): Jianqing Fan , Princeton University
1:35 PM Inhomogeneous-Word PCA for Estimating the Weights in a Topic Model
Tracy Ke, Harvard University; Minzhe Wang, University of Chicago
2:00 PM Provable Boolean Interaction Recovery from Tree Structures Obtained via Random Forests
Bin Yu, University of California, Berkeley; Merle Behr, UC Berkeley; Yu Wang, University of California, Berkeley; Xiao Li, University of California, Berkeley
2:25 PM High-Dimensional Principle Component Analysis with Heterogeneous Missingness
Ziwei Zhu , University of Michigan, Ann Arbor; Tengyao Wang, University College London; Richard J. Samworth, University of Cambridge
2:50 PM Fast Network Community Detection with Profile-Pseudo Likelihood Methods
Ji Zhu, University of Michigan
3:15 PM Floor Discussion