Deep feature screening: Feature selection for ultra high-dimensional data via deep neural networks
Kexuan Li, Fangfang Wang, Lingli Yang, Ruiqi Liu
Topics & Concepts
OverfittingFeature selectionArtificial intelligenceComputer sciencePattern recognition (psychology)Feature (linguistics)Dimensionality reductionClustering high-dimensional dataCurse of dimensionalityFeature vectorArtificial neural networkFeature learningNonparametric statisticsMachine learningData miningMathematicsCluster analysisStatisticsLinguisticsPhilosophyStatistical Methods and InferenceMachine Learning and Data ClassificationGaussian Processes and Bayesian Inference