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    NIPS
    2008
    194views Information Technology» more  NIPS 2008»
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
    15 years 1 months ago
    Supervised Exponential Family Principal Component Analysis via Convex Optimization
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    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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    NIPS
    2007
    110views Information Technology» more  NIPS 2007»
    Heterogeneous Component Analysis
    15 years 1 months ago
    Heterogeneous Component Analysis
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    Shigeyuki Oba, Motoaki Kawanabe, Klaus-Robert M&uu...
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    UAI
    2008
    229views Artificial Intelligence» more  UAI 2008»
    Discovering Cyclic Causal Models by Independent Components Analysis
    15 years 1 months ago
    Discovering Cyclic Causal Models by Independent Components Analysis
    Download  www.optimizelife.com
    We generalize Shimizu et al's (2006) ICA-based approach for discovering linear non-Gaussian acyclic (LiNGAM) Structural Equation Models (SEMs) from causally sufficient, conti...
    Gustavo Lacerda, Peter Spirtes, Joseph Ramsey, Pat...
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    DAGSTUHL
    2006
    152views Software Engineering» more  DAGSTUHL 2006»
    Greedy Kernel Principal Component Analysis
    15 years 1 months ago
    Greedy Kernel Principal Component Analysis
    Download  cmp.felk.cvut.cz
    Vojtech Franc, Václav Hlavác
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    ICONIP
    2004
    129views Information Technology» more  ICONIP 2004»
    Applications of Independent Component Analysis
    15 years 1 months ago
    Applications of Independent Component Analysis
    Download  www.cis.hut.fi
    Erkki Oja
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