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Activity Details

497 ! Thu, 8/6/2020, 10:00 AM - 2:00 PM Virtual
Variable Selection — Contributed Papers
Section on Statistical Learning and Data Science
Chair(s): Guo Yu, Cornell
Controlled Group Variable Selection Using a Model-Free Knockoff Filter with a Generative Adversarial Networks (GANs) Generator
Xinran Qi, Medical College of Wisconsin
The Sylvester Graphical Lasso (SyGlasso)
Yu Wang, University of Michigan; Byoungwook Jang, University of Michigan; Alfred Hero, University of Michigan
Feature Screening for High-Dimensional Quadratic Generalized Linear Model via Point Biserial Correlation
Jinzhu Jiang, Bowling Green State University; Junfeng Shang, Bowling Green State University
Simultaneous Outlier Detection and Feature Selection Using Mixed-Integer Programming
Ana Kenney, Pennsylvania State University; Luca Insolia, Scuola Normale Superiore (Pisa Italy); Francesca Chiaromonte, Pennsylvania State University and Sant’Anna School of Advanced Studies (Pisa Italy); Giovanni Felici, IIASI CNR
Cluster Group Variable Selection Method for High-Dimensional Data
Qingcong Yuan, Miami University; Zhiyuan Li, Miami University
Structure Adaptive Lasso
Sandipan Pramanik, Texas A&M University; Xianyang Zhang, Texas A&M University