Information-theoretically Optimal Sparse PCA

10 February 2014

Papers citing "Information-theoretically Optimal Sparse PCA"

9 / 9 papers shown

Title
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm Xiaosi Gu Tomoyuki Obuchi 98 0 0 29 Nov 2024
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance Jean Barbier Francesco Camilli Justin Ko Koki Okajima 68 6 0 04 Nov 2024
Estimation of embedding vectors in high dimensions G. A. Azar M. Emami A. Fletcher Sundeep Rangan 37 1 0 12 Dec 2023
Subexponential-Time Algorithms for Sparse PCA Yunzi Ding Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 62 58 0 26 Jul 2019
Sparse PCA via Covariance Thresholding Y. Deshpande Andrea Montanari 85 105 0 20 Nov 2013
$Finding Hidden Cliques of Size \sqrt{N/e} in Nearly Linear Time$ Finding Hidden Cliques of Size \sqrt{N/e} in Nearly Linear Time Y. Deshpande Andrea Montanari 49 65 0 26 Apr 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 40 260 0 21 Nov 2012
Sparse Principal Components Analysis Iain M. Johnstone A. Lu 74 212 0 28 Jan 2009
High-dimensional analysis of semidefinite relaxations for sparse principal components Arash A. Amini Martin J. Wainwright 81 312 0 27 Mar 2008