articleJournal of Multivariate AnalysisJun 28, 2007Closed access

Sparse principal component analysis via regularized low rank matrix approximation

HSHaipeng ShenJZJianhua Z. Huang

University of North Carolina at Chapel Hill · Texas A&M University

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Topics
Keywords
  • Sparse PCA
  • Principal component analysis
  • Singular value decomposition
  • Mathematics
  • Dimensionality reduction
  • Regularization (linguistics)
  • Sparse matrix
  • Dimension (graph theory)
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