Fully corrective gradient boosting with squared hinge: Fast learning rates and early stopping
Jinshan Zeng, Min Zhang, Shao-Bo Lin
Topics & Concepts
Hinge lossBoosting (machine learning)SolverRate of convergenceGradient boostingComputer scienceQuadratic equationRobustness (evolution)AlgorithmMean squared errorMathematicsMathematical optimizationApplied mathematicsArtificial intelligenceStatisticsSupport vector machineKey (lock)BiochemistryComputer securityGeneGeometryChemistryRandom forestSparse and Compressive Sensing TechniquesBlind Source Separation TechniquesMachine Learning and ELM