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    NIPS
    1996
    133views Information Technology» more  NIPS 1996»
    Radial Basis Function Networks and Complexity Regularization in Function Learning
    13 years 6 months ago
    Radial Basis Function Networks and Complexity Regularization in Function Learning
    Download  www.mast.queensu.ca
    In this paper we apply the method of complexity regularization to derive estimation bounds for nonlinear function estimation using a single hidden layer radial basis function netwo...
    Adam Krzyzak, Tamás Linder
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    COLT
    1999
    Springer
    121views Machine Learning» more  COLT 1999»
    On the Intrinsic Complexity of Learning Recursive Functions
    13 years 9 months ago
    On the Intrinsic Complexity of Learning Recursive Functions
    Download  www.comp.nus.edu.sg
    Efim B. Kinber, Christophe Papazian, Carl H. Smith...
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    COLT
    1993
    Springer
    99views Machine Learning» more  COLT 1993»
    On the Complexity of Function Learning
    13 years 9 months ago
    On the Complexity of Function Learning
    Download  www.phillong.info
    Peter Auer, Philip M. Long, Wolfgang Maass, Gerhar...
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    ESANN
    2003
    124views Neural Networks» more  ESANN 2003»
    Neural networks organizations to learn complex robotic functions
    13 years 6 months ago
    Neural networks organizations to learn complex robotic functions
    Download  www.dice.ucl.ac.be
    Abstract. This paper considers the general problem of function estimation with a modular approach of neural computing. We propose to use functionally independent subnetworks to lea...
    Gilles Hermann, Patrice Wira, Jean-Philippe Urban
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    ESANN
    2007
    136views Neural Networks» more  ESANN 2007»
    Complexity bounds of radial basis functions and multi-objective learning
    13 years 6 months ago
    Complexity bounds of radial basis functions and multi-objective learning
    Download  www.dice.ucl.ac.be
    In the paper, the problem of multi-objective (MOBJ) learning is discussed. The problem of obtaining apparent (effective) complexity measure, which is one of the objectives, is con...
    Illya Kokshenev, Antônio de Pádua Bra...
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