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696 | Thu, 8/13/2015, 10:30 AM - 12:20 PM | CC-401 | |
Sparse Classification and Estimation — Contributed Papers | |||
Section on Statistical Computing , Section on Statistical Learning and Data Mining | |||
Chair(s): Stephen Kaluzny, TIBCO Software Inc. | |||
10:35 AM | Sparse Distance Weighted Discrimination — Boxiang Wang, University of Minnesota ; Hui Zou, University of Minnesota | ||
10:50 AM | Solving Fused Group Lasso Problems via Block-Splitting Algorithms — Tso-Jung Yen, Institute of Statistical Science, Academia Sinica | ||
11:05 AM | A Novel Two-Stage Approach to Identify Prognostic Biomarkers for Cancer Genetic Data with Survival Endpoints — Zheng Li, Penn State ; Ming Wang, Penn State | ||
11:20 AM | A GLARE Algorithm for Selecting Gaussian Graphical Models — George Terrell, Virginia Tech | ||
11:35 AM | Tweedie's Compound Poisson Model with Grouped Elastic Net — Wei Qian, Rochester Institute of Technology ; Yi Yang, University of Minnesota ; Hui Zou, University of Minnesota | ||
11:50 AM | Regularization Paths for Huber Loss Regression and Quantile Regression via Semismooth Newton Coordinate Descent — Congrui Yi, The University of Iowa ; Jian Huang, The University of Iowa | ||
12:05 PM | A Generalized Linear Mixed Model with Normal Mixture Random Effects — Lanfeng Pan, Iowa State University ; Yehua Li, Iowa State University ; Kevin He, University of Michigan ; Yi Li, University of Michigan |
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