Statistical Limits in Random Tensors with Multiple Correlated Spikes

5 March 2025

Papers citing "Statistical Limits in Random Tensors with Multiple Correlated Spikes"

8 / 8 papers shown

Title
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 65 19 0 26 Dec 2020
Statistical limits of spiked tensor models Amelia Perry Alexander S. Wein Afonso S. Bandeira 71 80 0 22 Dec 2016
Tensor principal component analysis via sum-of-squares proofs Samuel B. Hopkins Jonathan Shi David Steurer 97 168 0 12 Jul 2015
A statistical model for tensor PCA Andrea Montanari E. Richard 81 266 0 04 Nov 2014
Optimal Shrinkage of Eigenvalues in the Spiked Covariance Model D. Donoho M. Gavish Iain M. Johnstone 107 207 0 04 Nov 2013
Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices Tony Cai Zongming Ma Yihong Wu 134 160 0 14 May 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 152 327 0 06 Nov 2012
Sparse principal component analysis and iterative thresholding Zongming Ma 147 333 0 12 Dec 2011