Sparse principal component analysis and iterative thresholding

12 December 2011

Papers citing "Sparse principal component analysis and iterative thresholding"

8 / 8 papers shown

Title
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 95 0 0 02 Jan 2024
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation Konstantinos Benidis Ying Sun P. Babu Daniel P. Palomar 113 56 0 12 Feb 2016
Augmented sparse principal component analysis for high dimensional data D. Paul Iain M. Johnstone 56 85 0 06 Feb 2012
Truncated Power Method for Sparse Eigenvalue Problems Xiao-Tong Yuan Tong Zhang 60 328 0 12 Dec 2011
Consistency of Sparse PCA in High Dimension, Low Sample Size Contexts D. Shen Haipeng Shen J. S. Marron 67 122 0 21 Apr 2011
PCA consistency in high dimension, low sample size context Sungkyu Jung J. S. Marron 63 319 0 19 Nov 2009
Finite sample approximation results for principal component analysis: a matrix perturbation approach B. Nadler 64 328 0 21 Jan 2009
High-dimensional analysis of semidefinite relaxations for sparse principal components Arash A. Amini Martin J. Wainwright 90 312 0 27 Mar 2008