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