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    » Composite kernel learning
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    ICML
    2007
    IEEE
    179views Machine Learning» more  ICML 2007»
    A kernel path algorithm for support vector machines
    16 years 7 months ago
    A kernel path algorithm for support vector machines
    Download  www.machinelearning.org
    The choice of the kernel function which determines the mapping between the input space and the feature space is of crucial importance to kernel methods. The past few years have se...
    Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky
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    169
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    NIPS
    2007
    155views Information Technology» more  NIPS 2007»
    Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes
    15 years 7 months ago
    Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes
    Download  books.nips.cc
    We show how to use unlabeled data and a deep belief net (DBN) to learn a good covariance kernel for a Gaussian process. We first learn a deep generative model of the unlabeled da...
    Ruslan Salakhutdinov, Geoffrey E. Hinton
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    154
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    COLT
    2007
    Springer
    112views Machine Learning» more  COLT 2007»
    Learning Languages with Rational Kernels
    16 years 16 days ago
    Learning Languages with Rational Kernels
    Download  www.cs.bgu.ac.il
    Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
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    104
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    ICML
    2010
    IEEE
    187views Machine Learning» more  ICML 2010»
    Two-Stage Learning Kernel Algorithms
    15 years 7 months ago
    Two-Stage Learning Kernel Algorithms
    Download  www.cs.nyu.edu
    Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
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    122
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    ICML
    2010
    IEEE
    199views Machine Learning» more  ICML 2010»
    Generalization Bounds for Learning Kernels
    15 years 7 months ago
    Generalization Bounds for Learning Kernels
    Download  www.cs.nyu.edu
    Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
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