Provable Tensor Factorization with Missing Data

11 June 2014

Papers citing "Provable Tensor Factorization with Missing Data"

11 / 11 papers shown

Title
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 65 1 0 22 Jan 2024
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- $1$ Updates Anima Anandkumar Rong Ge Majid Janzamin 98 131 0 21 Feb 2014
Understanding Alternating Minimization for Matrix Completion Moritz Hardt 54 258 0 03 Dec 2013
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 95 307 0 22 Jul 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 43 159 0 17 Apr 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 54 152 0 26 Mar 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 127 1,066 0 03 Dec 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 222 1,142 0 29 Oct 2012
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise S. Negahban Martin J. Wainwright 138 521 0 10 Sep 2010
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 122 718 0 11 Jun 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 192 1,242 0 20 Jan 2009