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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
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    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
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    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
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    Erkki Oja
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    NIPS
    2004
    104views Information Technology» more  NIPS 2004»
    Neighbourhood Components Analysis
    15 years 1 months ago
    Neighbourhood Components Analysis
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    In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
    Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...
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    NIPS
    1996
    101views Information Technology» more  NIPS 1996»
    Viewpoint Invariant Face Recognition using Independent Component Analysis and Attractor Networks
    15 years 1 months ago
    Viewpoint Invariant Face Recognition using Independent Component Analysis and Attractor Networks
    Download  papers.cnl.salk.edu
    Marian Stewart Bartlett, Terrence J. Sejnowski
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