Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations

15 October 2015

Papers citing "Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations"

9 / 9 papers shown

Title
Optimal vintage factor analysis with deflation varimax Xin Bing Dian Jin Yuqian Zhang Yuqian Zhang 379 2 0 16 Oct 2023
Noisy Tensor Completion via the Sum-of-Squares Hierarchy Boaz Barak Ankur Moitra 191 41 0 26 Jan 2015
Non-convex Robust PCA Praneeth Netrapalli U. Niranjan Sujay Sanghavi Anima Anandkumar Prateek Jain 108 286 0 28 Oct 2014
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- $1$ Updates Anima Anandkumar Rong Ge Majid Janzamin 140 132 0 21 Feb 2014
Robust Low-rank Tensor Recovery: Models and Algorithms Shiqian Ma Zhiwei Qin 105 393 0 24 Nov 2013
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions Prateek Jain Sewoong Oh 93 34 0 12 Nov 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 462 1,150 0 29 Oct 2012
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 233 208 0 05 Oct 2010
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 260 1,111 0 11 Jun 2009