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sparse principal component analysis

57 papers

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Also known as

SPARSE PCA SPARSE-PCA SPCA

Co-occurring keywords · papers mentioning both

dimensionality reduction (18) high-dimensional statistics (11) sparse pca (11) principal component analysis (8) variance maximization (5) convex relaxation (5) support recovery (5) planted clique (5) covariance matrix (4) eigenvalue decomposition (4)

Papers

Generalized Power Method for Sparse Principal Component Analysis JMLR 2010 Structured Sparse Principal Component Analysis AISTATS 2010 Optimal Scoring for Unsupervised Learning NeurIPS 2009 Deflation Methods for Sparse PCA NeurIPS 2008 Optimal Solutions for Sparse Principal Component Analysis JMLR 2008 Sparse probabilistic projections NeurIPS 2008 Nonnegative Sparse PCA NeurIPS 2006