Minimax estimation in sparse canonical correlation analysis

Minimax estimation in sparse canonical correlation analysis

7 May 2014

Harrison H. Zhou

Papers citing "Minimax estimation in sparse canonical correlation analysis"

15 / 15 papers shown

Title
Sparse CCA: Adaptive Estimation and Computational Barriers Chao Gao Zongming Ma Harrison H. Zhou 76 154 0 30 Sep 2014
Statistical and computational trade-offs in estimation of sparse principal components Tengyao Wang Quentin Berthet R. Samworth 81 136 0 22 Aug 2014
Canonical correlation coefficients of high-dimensional normal vectors: finite rank case Z. Bao Jiang Hu G. Pan Wang Zhou 42 7 0 27 Jul 2014
Rate-optimal posterior contraction for sparse PCA Chao Gao Harrison H. Zhou 88 35 0 30 Nov 2013
Sparse CCA via Precision Adjusted Iterative Thresholding Mengjie Chen Chao Gao Zhao Ren Harrison H. Zhou 59 46 0 24 Nov 2013
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms Zongming Ma Yihong Wu 80 33 0 15 Jun 2013
Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices Tony Cai Zongming Ma Yihong Wu 92 160 0 14 May 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 88 326 0 06 Nov 2012
Minimax sparse principal subspace estimation in high dimensions Vincent Q. Vu Jing Lei 87 195 0 02 Nov 2012
Minimax bounds for sparse PCA with noisy high-dimensional data Aharon Birnbaum Iain M. Johnstone B. Nadler D. Paul 89 181 0 05 Mar 2012
Sparse principal component analysis and iterative thresholding Zongming Ma 84 333 0 12 Dec 2011
Sparse Canonical Correlation Analysis D. Hardoon John Shawe-Taylor 82 308 0 19 Aug 2009
High-dimensional analysis of semidefinite relaxations for sparse principal components Arash A. Amini Martin J. Wainwright 100 312 0 27 Mar 2008
Multivariate analysis and Jacobi ensembles: largest eigenvalue, Tracy--Widom limits and rates of convergence Iain M. Johnstone 108 185 0 23 Mar 2008
A greedy approach to sparse canonical correlation analysis A. Wiesel M. Kliger Alfred Hero 130 41 0 17 Jan 2008