Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-$1$
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Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- $1$ Updates

21 February 2014

Anima Anandkumar

Papers citing "Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-$1$ Updates"

16 / 16 papers shown

Title
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models Yuchen Wu Kangjie Zhou 94 6 0 07 Nov 2022
Understanding Alternating Minimization for Matrix Completion Moritz Hardt 71 258 0 03 Dec 2013
Smoothed Analysis of Tensor Decompositions Aditya Bhaskara Moses Charikar Ankur Moitra Aravindan Vijayaraghavan 104 154 0 14 Nov 2013
Nonparametric Estimation of Multi-View Latent Variable Models Le Song Anima Anandkumar Bo Dai Bo Xie 43 44 0 13 Nov 2013
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Alekh Agarwal Anima Anandkumar Prateek Jain Praneeth Netrapalli 86 172 0 30 Oct 2013
Online Tensor Methods for Learning Latent Variable Models Furong Huang U. Niranjan Mohammad Umar Hakeem Anima Anandkumar 135 55 0 03 Sep 2013
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 60 205 0 28 Aug 2013
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity Anima Anandkumar Daniel J. Hsu Majid Janzamin Sham Kakade 37 51 0 13 Aug 2013
Fourier PCA and Robust Tensor Decomposition Navin Goyal Santosh Vempala Ying Xiao 70 98 0 25 Jun 2013
Correlated random features for fast semi-supervised learning Brian McWilliams David Balduzzi J. M. Buhmann BDL 64 47 0 24 Jun 2013
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 148 632 0 02 Jun 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 154 1,066 0 03 Dec 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 273 1,142 0 29 Oct 2012
A concentration theorem for projections S. Dasgupta Daniel J. Hsu Nakul Verma 45 37 0 27 Jun 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 184 12,384 0 24 Jun 2012
A Method of Moments for Mixture Models and Hidden Markov Models Anima Anandkumar Daniel J. Hsu Sham Kakade 127 341 0 03 Mar 2012