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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    11 years 11 months ago
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    Download  www-scf.usc.edu
    Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
    Tomer Levinboim, Fei Sha
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    ICANN
    2009
    Springer
    145views Neural Networks» more  ICANN 2009»
    Learning from Examples to Generalize over Pose and Illumination
    14 years 1 months ago
    Learning from Examples to Generalize over Pose and Illumination
    Download  ftp.neuroinformatik.rub.de
    We present a neural system that recognizes faces under strong variations in pose and illumination. The generalization is learnt completely on the basis of examples of a subset of p...
    Marco K. Müller, Rolf P. Würtz
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    ICML
    2007
    IEEE
    133views Machine Learning» more  ICML 2007»
    Winnowing subspaces
    14 years 9 months ago
    Winnowing subspaces
    Download  www.machinelearning.org
    We generalize the Winnow algorithm for learning disjunctions to learning subspaces of low rank. Subspaces are represented by symmetric projection matrices. The online algorithm ma...
    Manfred K. Warmuth
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    TVCG
    2008
    70views more  TVCG 2008»
    Visualizing Incomplete and Partially Ranked Data
    13 years 8 months ago
    Visualizing Incomplete and Partially Ranked Data
    Download  www.cc.gatech.edu
    Ranking data, which result from m raters ranking n items, are difficult to visualize due to their discrete algebraic structure, and the computational difficulties associated with t...
    Paul Kidwell, Guy Lebanon, William S. Cleveland
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    WSDM
    2010
    ACM
    129views Data Mining» more  WSDM 2010»
    Early Exit Optimizations for Additive Machine Learned Ranking Systems
    14 years 6 months ago
    Early Exit Optimizations for Additive Machine Learned Ranking Systems
    Download  www.wsdm-conference.org
    Berkant Barla Cambazoglu, Hugo Zaragoza, Olivier C...
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