Low-rank Matrix Completion using Alternating Minimization

Low-rank Matrix Completion using Alternating Minimization

3 December 2012

Praneeth Netrapalli

Sujay Sanghavi

Papers citing "Low-rank Matrix Completion using Alternating Minimization"

10 / 10 papers shown

Title
Truncated Matrix Completion - An Empirical Study Rishhabh Naik Nisarg Trivedi Davoud Ataee Tarzanagh Laura Balzano 146 3 0 14 Apr 2025
Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization G. Zhang Salar Fattahi Richard Y. Zhang 106 36 0 13 Apr 2025
Depth-Aided Color Image Inpainting in Quaternion Domain Shunki Tatsumi Ryo Hayakawa Youji Iiguni 118 0 0 21 Mar 2025
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery Paris Giampouras HanQin Cai René Vidal 85 4 0 22 Oct 2024
Phase Transitions of Spectral Initialization for High-Dimensional Nonconvex Estimation Yue M. Lu Gen Li 81 89 0 21 Feb 2017
Clustering Partially Observed Graphs via Convex Optimization Yudong Chen A. Jalali Sujay Sanghavi Huan Xu 95 179 0 25 Apr 2011
Guaranteed Rank Minimization via Singular Value Projection Raghu Meka Prateek Jain Inderjit S. Dhillon 153 553 0 30 Sep 2009
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 173 1,111 0 11 Jun 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 265 1,242 0 20 Jan 2009
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 256 3,762 0 28 Jun 2007