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87 | Sun, 8/9/2015, 4:00 PM - 5:50 PM | CC-603 | |
High-Dimensional Variable Selection — Contributed Papers | |||
Section on Statistical Learning and Data Mining , SSC | |||
Chair(s): Cheryl Flynn, AT&T Labs | |||
4:05 PM | Variable Selection in Semiparametric Models for the Strong Hierarchical Data — Yang Li ; Xianbin Zeng, Renmin University of China ; Yichen Qin, University of Cincinnati Lindner College of Business ; Shuangge Ma, Yale University | ||
4:20 PM | Penalized Beta Regression and Adaptive Random Lasso — Youran Fan, Cleveland Clinic ; Xiao-Feng Wang, Cleveland Clinic | ||
4:35 PM | The Benefit of Group Sparsity in Group Inference with Debiased Scaled Group Lasso — Ritwik Mitra, Rutgers University ; Cun-Hui Zhang, Rutgers University | ||
5:05 PM | Variable Selection and Shrinkage Estimation in Linear Models Under Quadratic Risk — Mohamed Amezziane, Central Michigan University ; S. Ejaz Ahmed, Brock University | ||
5:20 PM | Sparse Random Graphs: Regularization and Concentration of the Laplacian — Can Le, University of Michigan ; Elizaveta Levina, University of Michigan ; Roman Vershynin, University of Michigan | ||
5:35 PM | A Unified Tightening After Contraction Framework for Sparse Learning Problems: An Algorithmic Approach — Qiang Sun, Princeton University ; Jianqing Fan, Princeton University ; Han Liu, Princeton University ; Tong Zhang, Rutgers University |
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