Random perturbation of low rank matrices: Improving classical bounds

12 November 2013

Papers citing "Random perturbation of low rank matrices: Improving classical bounds"

9 / 9 papers shown

Title
Private Low-Rank Approximation for Covariance Matrices, Dyson Brownian Motion, and Eigenvalue-Gap Bounds for Gaussian Perturbations Oren Mangoubi Nisheeth K. Vishnoi 72 1 0 11 Feb 2025
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 24 18 0 26 Dec 2020
Near-Optimal Performance Bounds for Orthogonal and Permutation Group Synchronization via Spectral Methods Shuyang Ling 18 34 0 12 Aug 2020
Time Series Source Separation using Dynamic Mode Decomposition Arvind Prasadan R. Nadakuditi AI4TS 16 6 0 04 Mar 2019
Robust high dimensional factor models with applications to statistical machine learning Jianqing Fan Kaizheng Wang Yiqiao Zhong Ziwei Zhu 29 53 0 12 Aug 2018
Signal-plus-noise matrix models: eigenvector deviations and fluctuations Joshua Cape M. Tang Carey E. Priebe 26 48 0 01 Feb 2018
The Kato--Temple inequality and eigenvalue concentration with applications to graph inference Joshua Cape M. Tang Carey E. Priebe 16 7 0 19 Mar 2016
Singular Vector Perturbation under Gaussian Noise Rongrong Wang 58 31 0 09 Aug 2012
Singular vectors under random perturbation V. Vu 76 74 0 12 Apr 2010