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    NIPS
    2008
    194views Information Technology» more  NIPS 2008»
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
    13 years 9 months ago
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
    Download  www.cis.temple.edu
    Recently, supervised dimensionality reduction has been gaining attention, owing to the realization that data labels are often available and indicate important underlying structure...
    Yuhong Guo
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    BIOINFORMATICS
    2008
    122views more  BIOINFORMATICS 2008»
    Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes
    13 years 7 months ago
    Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes
    Download  www2.in.tu-clausthal.de
    Xi Chen, Lily Wang, Jonathan D. Smith, Bing Zhang
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    VC
    2011
    91views more  VC 2011»
    Ellipse-based principal component analysis for self-intersecting curve reconstruction from noisy point sets
    13 years 2 months ago
    Ellipse-based principal component analysis for self-intersecting curve reconstruction from noisy point sets
    Download  www1.eafit.edu.co
    O. Ruiz, Carlos A. Vanegas, C. Cadavid
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    IJON
    2010
    139views more  IJON 2010»
    Multilinear principal component analysis for face recognition with fewer features
    13 years 2 months ago
    Multilinear principal component analysis for face recognition with fewer features
    Download  www.cate.fiu.edu
    Jin Wang, Armando Barreto, Lu Wang, Yu Chen, Napht...
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    JMLR
    2010
    155views more  JMLR 2010»
    Structured Sparse Principal Component Analysis
    13 years 2 months ago
    Structured Sparse Principal Component Analysis
    Download  hal.archives-ouvertes.fr
    We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
    Rodolphe Jenatton, Guillaume Obozinski, Francis Ba...
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