Randomized Gradient Boosting Machine
Haihao Lu, Rahul Mazumder
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 29 October 2018Accepted: 09 June 2020Published online: 07 October 2020Keywordsgradient boosting, ensemble methods, convex optimization, coordinate descent, computational guarantees, first order methodsAMS Subject Headings90C25, 68U01Publication DataISSN (print): 1052-6234ISSN (online): 1095-7189Publisher: Society for Industrial and Applied MathematicsCODEN: sjope8
Topics & Concepts
Boosting (machine learning)Gradient boostingMathematicsMathematical optimizationCoordinate descentRegular polygonGradient descentDescent (aeronautics)Artificial intelligenceMachine learningComputer scienceGeometryEngineeringAerospace engineeringArtificial neural networkRandom forestSparse and Compressive Sensing TechniquesFace and Expression RecognitionMachine Learning and ELM