Optimization by Gradient Boosting
Gérard Biau, Benoı̂t Cadre
Topics & Concepts
ConvexityBoosting (machine learning)Gradient boostingMathematical optimizationRegularization (linguistics)MathematicsRegular polygonConvex functionOptimization problemComputer scienceEarly stoppingProximal gradient methods for learningConvex optimizationRate of convergenceApplied mathematicsAlgorithmArtificial intelligenceConvex analysisArtificial neural networkEconomicsFinancial economicsChannel (broadcasting)Random forestComputer networkGeometryStatistical Methods and InferenceSparse and Compressive Sensing TechniquesMachine Learning and Algorithms