Sparse regularized low-rank tensor regression with applications in genomic data analysis
Le Ou-Yang, Xiao-Fei Zhang, Hong Yan
Topics & Concepts
Tensor (intrinsic definition)Feature selectionCurse of dimensionalityComputer scienceArtificial intelligenceCovariateRegressionTucker decompositionRegression analysisElastic net regularizationPattern recognition (psychology)MathematicsData miningMachine learningStatisticsTensor decompositionPure mathematicsTensor decomposition and applicationsMicroRNA in disease regulationEpigenetics and DNA Methylation