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    ICMLA
    2008
    193views Machine Learning» more  ICMLA 2008»
    An Improved Generalized Discriminant Analysis for Large-Scale Data Set
    13 years 8 months ago
    An Improved Generalized Discriminant Analysis for Large-Scale Data Set
    Download  www.iipl.fudan.edu.cn
    In order to overcome the computation and storage problem for large-scale data set, an efficient iterative method of Generalized Discriminant Analysis is proposed. Because sample v...
    Weiya Shi, Yue-Fei Guo, Cheng Jin, Xiangyang Xue
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    ICDM
    2009
    IEEE
    174views Data Mining» more  ICDM 2009»
    Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis
    14 years 2 months ago
    Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis
    Download  www.ee.surrey.ac.uk
    —We consider the problem of learning a linear combination of pre-specified kernel matrices in the Fisher discriminant analysis setting. Existing methods for such a task impose a...
    Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muha...
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    SPEECH
    1998
    171views more  SPEECH 1998»
    Heteroscedastic discriminant analysis and reduced rank HMMs for improved speech recognition
    13 years 7 months ago
    Heteroscedastic discriminant analysis and reduced rank HMMs for improved speech recognition
    Download  www2.ece.jhu.edu
    We present the theory for heteroscedastic discriminant analysis (HDA), a model-based generalization of linear discriminant analysis (LDA) derived in the maximum-likelihood framewo...
    Nagendra Kumar, Andreas G. Andreou
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    ICCV
    2007
    IEEE
    172views Computer Vision» more  ICCV 2007»
    Half Quadratic Analysis for Mean Shift: with Extension to A Sequential Data Mode-Seeking Method
    14 years 9 months ago
    Half Quadratic Analysis for Mean Shift: with Extension to A Sequential Data Mode-Seeking Method
    Download  www.cbsr.ia.ac.cn
    Theoretical understanding and extension of mean shift procedure has received much attention recently [8, 18, 3]. In this paper, we present a theoretical exploration and an algorit...
    Xiaotong Yuan, Stan Z. Li
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    BMVC
    2001
    181views Computer Vision» more  BMVC 2001»
    Recognising Trajectories of Facial Identities Using Kernel Discriminant Analysis
    13 years 9 months ago
    Recognising Trajectories of Facial Identities Using Kernel Discriminant Analysis
    Download  www.bmva.ac.uk
    We present a comprehensive approach to address three challenging problems in face recognition: modelling faces across multi-views, extracting the non-linear discriminating feature...
    Yongmin Li, Shaogang Gong, Heather M. Liddell
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