An Equivalence between Critical Points for Rank Constraints Versus Low-Rank Factorizations
Wooseok Ha, Haoyang Liu, Rina Foygel Barber
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 11 December 2018Accepted: 14 July 2020Published online: 08 October 2020Keywordslow-rank optimization, projected gradient descent, Burer--Monteiro factorizationAMS Subject Headings90C26Publication DataISSN (print): 1052-6234ISSN (online): 1095-7189Publisher: Society for Industrial and Applied MathematicsCODEN: sjope8
Topics & Concepts
MathematicsRank (graph theory)Descent (aeronautics)Equivalence (formal languages)Gradient descentSubject (documents)Mathematical economicsCombinatoricsMathematical optimizationApplied mathematicsDiscrete mathematicsComputer scienceArtificial intelligenceGeographyLibrary scienceMeteorologyArtificial neural networkSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms ResearchAdvanced Image Processing Techniques