Homotopy Analysis for Tensor PCA

28 October 2016

Papers citing "Homotopy Analysis for Tensor PCA"

9 / 9 papers shown

Title
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 97 0 0 02 Jan 2024
Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization Xinyang Yi Constantine Caramanis Sujay Sanghavi 49 60 0 19 Aug 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 53 597 0 24 May 2016
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 52 202 0 26 Apr 2015
On Graduated Optimization for Stochastic Non-Convex Problems Elad Hazan Kfir Y. Levy Shai Shalev-Shwartz 49 115 0 12 Mar 2015
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 58 205 0 28 Aug 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 148 1,066 0 03 Dec 2012
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 58 261 0 21 Nov 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 270 1,142 0 29 Oct 2012