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Robust support vector regression with generic quadratic nonconvex ε-insensitive loss

Yafen Ye, Junbin Gao, Yuan‐Hai Shao, Chun‐Na Li, Jin Yan, Xiangyu Hua

2020Applied Mathematical Modelling42 citationsDOI

Topics & Concepts

Robust regressionRobustificationOutlierQuadratic programmingRobustness (evolution)Least squares support vector machineSupport vector machineMathematicsMathematical optimizationRegressionPolynomial regressionRegression analysisLeast-squares function approximationComputer scienceStatisticsArtificial intelligenceEstimatorChemistryGeneBiochemistrySparse and Compressive Sensing TechniquesFace and Expression RecognitionAdvanced Statistical Methods and Models
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