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580 * ! Thu, 8/6/2020, 3:00 PM - 4:50 PM Virtual
Statistical and Computational Challenges in Nonparametric Learning — Topic Contributed Papers
Section on Nonparametric Statistics, Section on Statistical Learning and Data Science, Section on Statistical Computing
Organizer(s): Lingzhou Xue, Penn State University and NISS
Chair(s): Lingzhou Xue, Penn State University and NISS
3:05 PM A Scale Invariant Approach for Sparse Signal Recovery
Yifei Lou, University of Texas At Dallas
3:25 PM Learning Non-Monotone Optimal Individualized Treatment Regimes
Trinetri Ghosh, Pennsylvania State University; Yanyuan Ma, The Pennsylvania State University ; Wensheng Zhu, Northeast Normal University
3:45 PM Nonparametric Screening Under Conditional Strictly Convex Loss for Ultrahigh Dimensional Sparse Data
Xu Han, Temple University
4:05 PM A Screening Algorithm for Cross-Validated Kernel Support Vector Machines
Boxiang Wang, University of Iowa; Yi Yang, McGill University
4:25 PM Floor Discussion