JSM 2015 Online Program

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Legend: Washington State Convention Center = CC, Sheraton Seattle = S, Grand Hyatt = GH and The Conference Center = TCC
* = applied session       ! = JSM meeting theme

Activity Details

698 Thu, 8/13/2015, 10:30 AM - 12:20 PM CC-4C4
Methods for Dimension Reduction — Contributed Papers
Section on Statistical Learning and Data Mining , SSC
Chair(s): Carla Inclan, Charles River Associates
10:35 AM Bagging PCA: a robust approach to principal component analysis Jiaxi Liang ; Shoja'eddin Chenouri, University of Waterloo ; Christopher Small, University of Waterloo
10:50 AM Generalized Principal Component Analysis Andrew Landgraf, The Ohio State University ; Yoonkyung Lee, The Ohio State University
11:05 AM Task-Driven Dimension Reduction in the Presence of Nuisance Variables David Shaw ; Aswin Sankanarayanan, Carnegie Mellon University ; Rama Chellappa, University of Maryland
11:20 AM Selecting the Number of Principal Components: Estimation of the True Rank of a Noisy Matrix Yunjin Choi, Stanford University ; Rob Tibshirani, Stanford University ; Jonathan Taylor, Stanford University
11:35 AM Independent Component Analysis in the Presence of Correlated Gaussian Noise Rajesh Nandy, University of North Texas Health Science Center
11:50 AM Matrix-Variate Regressions and Envelope Models Shanshan Ding, University of Delaware ; Dennis Cook, University of Minnesota
12:05 PM Floor Discussion

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