Convex low rank approximation
type: Item
instance of: scholarly article
title: Convex low rank approximation
zbMATH Open document ID: 1398.68586
author: Viktor Larsson
author: Carl Olsson
published in: International Journal of Computer Vision
publication date: 2018-10-30T00:00:00Z
Mathematics Subject Classification ID: 68T45
Mathematics Subject Classification ID: 65F30
zbMATH DE Number: 6968439
zbMATH Keywords: low rank approximation
zbMATH Keywords: convex relaxation
zbMATH Keywords: convex envelope
zbMATH Keywords: structure from motion
describes a project that uses: softImpute
describes a project that uses: Mosek
describes a project that uses: SeDuMi
MaRDI profile type: Publication
full work available at URL: s11263-016-0904-7
OpenAlex ID: W2336294793
cites work: A New Frequency Estimation Method for Equally and Unequally Spaced Data
cites work: Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
cites work: A Singular Value Thresholding Algorithm for Matrix Completion
cites work: Robust principal component analysis?
cites work: A variational approach to video registration with subspace constraints
cites work: Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard
cites work: Matrix completion from noisy entries
cites work: Spectral regularization algorithms for learning large incomplete matrices
cites work: New perspectives on \(k\)-support and cluster norms
cites work: On the Wiberg algorithm for matrix factorization in the presence of missing components
cites work: Implicit non-rigid structure-from-motion with priors
cites work: Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
cites work: Q4235027
cites work: Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones
cites work: Q4166064
cites work: Regularization and Variable Selection Via the Elastic Net
DOI: 10.1007/S11263-016-0904-7
Recommended article: Low-Rank Optimization With Convex Constraints
Recommended article: Structured low rank approximation
Recommended article: Linear low-rank approximation and nonlinear dimensionality reduction
Recommended article: Iterative Concave Rank Approximation for Recovering Low-Rank Matrices
Recommended article: Optimization on low rank nonconvex structures
Recommended article: Nonlinearly Structured Low-Rank Approximation
Recommended article: A quadratically convergent algorithm for structured low-rank approximation
Recommended article: Lower bounds for the low-rank matrix approximation
Recommended article: The non-convex geometry of low-rank matrix optimization
Recommended article: Low-rank approximation. Algorithms, implementation, applications
description: scientific article; zbMATH DE number 6968439