Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD)

12 December 2016

Papers citing "Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD)"

8 / 8 papers shown

Title
Operator Norm Inequalities between Tensor Unfoldings on the Partition Lattice Miaoyan Wang K. D. Duc Jonathan Fischer Yun S. Song 48 33 0 17 Mar 2016
Tensor principal component analysis via sum-of-squares proofs Samuel B. Hopkins Jonathan Shi David Steurer 97 164 0 12 Jul 2015
Tensor Factorization via Matrix Factorization Volodymyr Kuleshov Arun Tejasvi Chaganty Percy Liang 90 85 0 29 Jan 2015
A statistical model for tensor PCA Andrea Montanari E. Richard 65 262 0 04 Nov 2014
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 172 308 0 22 Jul 2013
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability Aditya Bhaskara Moses Charikar Aravindan Vijayaraghavan 74 65 0 30 Apr 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 430 1,144 0 29 Oct 2012
A Spectral Algorithm for Latent Dirichlet Allocation Anima Anandkumar Dean Phillips Foster Daniel J. Hsu Sham Kakade Yi-Kai Liu 178 301 0 30 Apr 2012