Average-Case Complexity of Tensor Decomposition for Low-Degree
Polynomials

v1v2 (latest)

Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials

10 November 2022

Alexander S. Wein

ArXiv (abs)PDF HTML

Papers citing "Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials"

11 / 61 papers shown

Title
Learning Mixtures of Gaussians in High Dimensions Rong Ge Qingqing Huang Sham Kakade 143 127 0 02 Mar 2015
Analyzing Tensor Power Method Dynamics in Overcomplete Regime Anima Anandkumar Rong Ge Majid Janzamin 116 27 0 06 Nov 2014
A statistical model for tensor PCA Andrea Montanari E. Richard 87 266 0 04 Nov 2014
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method Boaz Barak Jonathan A. Kelner David Steurer 101 189 0 06 Jul 2014
Computational Lower Bounds for Community Detection on Random Graphs Bruce Hajek Yihong Wu Jiaming Xu 145 117 0 25 Jun 2014
Smoothed Analysis of Tensor Decompositions Aditya Bhaskara Moses Charikar Ankur Moitra Aravindan Vijayaraghavan 155 155 0 14 Nov 2013
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures Joseph Anderson M. Belkin Navin Goyal Luis Rademacher James R. Voss 157 93 0 12 Nov 2013
Fourier PCA and Robust Tensor Decomposition Navin Goyal Santosh Vempala Ying Xiao 137 98 0 25 Jun 2013
Limits of local algorithms over sparse random graphs D. Gamarnik Madhu Sudan 69 166 0 05 Apr 2013
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 239 327 0 25 Jun 2012
A Spectral Algorithm for Latent Dirichlet Allocation Anima Anandkumar Dean Phillips Foster Daniel J. Hsu Sham Kakade Yi-Kai Liu 206 301 0 30 Apr 2012