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    ICML
    2004
    IEEE
    178views Machine Learning» more  ICML 2004»
    A fast iterative algorithm for fisher discriminant using heterogeneous kernels
    14 years 8 months ago
    A fast iterative algorithm for fisher discriminant using heterogeneous kernels
    Download  pages.cs.wisc.edu
    We propose a fast iterative classification algorithm for Kernel Fisher Discriminant (KFD) using heterogeneous kernel models. In contrast with the standard KFD that requires the us...
    Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao
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    CVPR
    2007
    IEEE
    183views Computer Vision» more  CVPR 2007»
    Local Ensemble Kernel Learning for Object Category Recognition
    14 years 2 months ago
    Local Ensemble Kernel Learning for Object Category Recognition
    Download  www.csie.ntu.edu.tw
    This paper describes a local ensemble kernel learning technique to recognize/classify objects from a large number of diverse categories. Due to the possibly large intraclass featu...
    Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh
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    SC
    2009
    ACM
    274views Applied Computing» more  SC 2009»
    Lessons learned from a year's worth of benchmarks of large data clouds
    14 years 2 months ago
    Lessons learned from a year's worth of benchmarks of large data clouds
    Download  dsl.cs.uchicago.edu
    In this paper, we discuss some of the lessons that we have learned working with the Hadoop and Sector/Sphere systems. Both of these systems are cloud-based systems designed to sup...
    Yunhong Gu, Robert L. Grossman
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    IJCAI
    1997
    155views Artificial Intelligence» more  IJCAI 1997»
    Machine Learning Techniques to Make Computers Easier to Use
    13 years 9 months ago
    Machine Learning Techniques to Make Computers Easier to Use
    Download  www.ar.sanken.osaka-u.ac.jp
    Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
    Hiroshi Motoda, Kenichi Yoshida
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    COLT
    2006
    Springer
    235views Machine Learning» more  COLT 2006»
    Learning Bounds for Support Vector Machines with Learned Kernels
    13 years 11 months ago
    Learning Bounds for Support Vector Machines with Learned Kernels
    Download  www.cs.nyu.edu
    Nathan Srebro, Shai Ben-David
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