Power Iteration for Tensor PCA

26 December 2020

Papers citing "Power Iteration for Tensor PCA"

12 / 12 papers shown

Title
Statistical Limits in Random Tensors with Multiple Correlated Spikes Yang Qi Alexis Decurninge 45 0 0 05 Mar 2025
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 16 3 0 05 Feb 2024
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 17 0 0 02 Jan 2024
Topological complexity of spiked random polynomials and finite-rank spherical integrals Vanessa Piccolo 17 1 0 19 Dec 2023
Optimizing Orthogonalized Tensor Deflation via Random Tensor Theory M. Seddik Mohammed Mahfoud Merouane Debbah 11 1 0 11 Feb 2023
When Random Tensors meet Random Matrices M. Seddik M. Guillaud Romain Couillet 6 15 0 23 Dec 2021
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes M. Ouerfelli M. Tamaazousti V. Rivasseau 15 7 0 23 Dec 2021
Long Random Matrices and Tensor Unfolding Gerard Ben Arous Daniel Zhengyu Huang Jiaoyang Huang 14 18 0 19 Oct 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 22 30 0 16 Mar 2021
Inference for Low-rank Tensors -- No Need to Debias Dong Xia Anru R. Zhang Yuchen Zhou 8 18 0 29 Dec 2020
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 90 1,334 0 06 Jul 2016
Singular vectors under random perturbation V. Vu 76 74 0 12 Apr 2010