Robust CUR Decomposition: Theory and Imaging Applications
HanQin Cai, Keaton Hamm, Longxiu Huang, Deanna Needell
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 28 December 2020Accepted: 20 July 2021Published online: 18 October 2021KeywordsCUR decomposition, RPCA, robust CUR, low-rank matrix approximation, interpolative decompositions, robust algorithmsAMS Subject Headings15A23, 65F30, 68P20, 68W20, 68W25, 68Q25Publication DataISSN (online): 1936-4954Publisher: Society for Industrial and Applied MathematicsCODEN: sjisbi
Topics & Concepts
DecompositionMatrix decompositionComputer scienceSubject (documents)Matrix (chemical analysis)Rank (graph theory)MathematicsArtificial intelligencePhysicsCombinatoricsChemistryWorld Wide WebChromatographyQuantum mechanicsOrganic chemistryEigenvalues and eigenvectorsSparse and Compressive Sensing TechniquesAdvanced SAR Imaging TechniquesSynthetic Aperture Radar (SAR) Applications and Techniques