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EigenSample: A non-iterative technique for adding samples to small datasets

Sparse RepresentationEngineeringMachine LearningData ScienceData MiningHigh-dimensional MethodKnowledge DiscoveryStatistical InferenceDimensionality ReductionPrincipal Component AnalysisSmall DatasetsStatisticsLow-rank Approximation