Detection and Feature Selection in Sparse Mixture Models

7 May 2014

Papers citing "Detection and Feature Selection in Sparse Mixture Models"

21 / 21 papers shown

Title
Phase Transitions for High Dimensional Clustering and Related Problems Jiashun Jin Z. Ke Wanjie Wang 68 51 0 24 Feb 2015
Influential Feature PCA for high dimensional clustering Jiashun Jin Wanjie Wang 107 80 0 20 Jul 2014
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures Martin Azizyan Aarti Singh Larry A. Wasserman 66 22 0 09 Jun 2014
Tight bounds for learning a mixture of two gaussians Moritz Hardt Eric Price 101 108 0 19 Apr 2014
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation Martin Azizyan Aarti Singh Larry A. Wasserman 89 64 0 09 Jun 2013
Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices Tony Cai Zongming Ma Yihong Wu 114 160 0 14 May 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 141 327 0 06 Nov 2012
Minimax sparse principal subspace estimation in high dimensions Vincent Q. Vu Jing Lei 122 195 0 02 Nov 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 192 324 0 25 Jun 2012
Minimax bounds for sparse PCA with noisy high-dimensional data Aharon Birnbaum Iain M. Johnstone B. Nadler D. Paul 99 180 0 05 Mar 2012
Optimal detection of sparse principal components in high dimension Quentin Berthet Philippe Rigollet 100 284 0 23 Feb 2012
Minimax Rates of Estimation for Sparse PCA in High Dimensions Vincent Q. Vu Jing Lei 101 142 0 03 Feb 2012
UPS delivers optimal phase diagram in high-dimensional variable selection Pengsheng Ji Jiashun Jin 283 93 0 25 Oct 2010
Minimax risks for sparse regressions: Ultra-high-dimensional phenomenons Nicolas Verzélen 258 153 0 03 Aug 2010
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 361 224 0 27 Apr 2010
Learning Mixtures of Gaussians using the k-means Algorithm Kamalika Chaudhuri S. Dasgupta Andrea Vattani 181 35 0 01 Dec 2009
Innovated higher criticism for detecting sparse signals in correlated noise P. Hall Jiashun Jin 85 218 0 23 Feb 2009
Feature selection by Higher Criticism thresholding: optimal phase diagram D. Donoho Jiashun Jin 103 86 0 11 Dec 2008
Isotropic PCA and Affine-Invariant Clustering Charles Brubaker Santosh Vempala 184 150 0 22 Apr 2008
High-dimensional analysis of semidefinite relaxations for sparse principal components Arash A. Amini Martin J. Wainwright 142 313 0 27 Mar 2008
Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables Benhuai Xie Wei Pan Xiaotong Shen 127 81 0 21 Feb 2008