Spectral Methods from Tensor Networks

2 November 2018

Papers citing "Spectral Methods from Tensor Networks"

18 / 18 papers shown

Title
The sample complexity of multi-reference alignment Amelia Perry Jonathan Niles-Weed Afonso S. Bandeira Philippe Rigollet A. Singer 104 38 0 04 Jul 2017
Optimal rates of estimation for multi-reference alignment Afonso S. Bandeira Philippe Rigollet Jonathan Niles-Weed 300 62 0 27 Feb 2017
Exact tensor completion with sum-of-squares Aaron Potechin David Steurer 178 80 0 21 Feb 2017
Homotopy Analysis for Tensor PCA Anima Anandkumar Yuan-bei Deng Rong Ge H. Mobahi 111 43 0 28 Oct 2016
Message-passing algorithms for synchronization problems over compact groups Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 103 85 0 14 Oct 2016
Polynomial-time Tensor Decompositions with Sum-of-Squares Tengyu Ma Jonathan Shi David Steurer 206 121 0 06 Oct 2016
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors Samuel B. Hopkins T. Schramm Jonathan Shi David Steurer 123 139 0 08 Dec 2015
Tensor principal component analysis via sum-of-squares proofs Samuel B. Hopkins Jonathan Shi David Steurer 120 168 0 12 Jul 2015
Non-unique games over compact groups and orientation estimation in cryo-EM Afonso S. Bandeira Yutong Chen A. Singer 117 70 0 14 May 2015
Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms Rong Ge Tengyu Ma 113 66 0 21 Apr 2015
Orthogonal Matrix Retrieval in Cryo-Electron Microscopy T. Bhamre Teng Zhang A. Singer 68 33 0 01 Dec 2014
Analyzing Tensor Power Method Dynamics in Overcomplete Regime Anima Anandkumar Rong Ge Majid Janzamin 123 27 0 06 Nov 2014
A statistical model for tensor PCA Andrea Montanari E. Richard 87 266 0 04 Nov 2014
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions Prateek Jain Sewoong Oh 98 34 0 12 Nov 2013
Multireference Alignment using Semidefinite Programming Afonso S. Bandeira Moses Charikar A. Singer Andy Zhu 284 109 0 23 Aug 2013
A Tensor Approach to Learning Mixed Membership Community Models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade 166 155 0 12 Feb 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