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    NIPS
    2000
    129views Information Technology» more  NIPS 2000»
    Ensemble Learning and Linear Response Theory for ICA
    14 years 27 days ago
    Ensemble Learning and Linear Response Theory for ICA
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    We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...
    Pedro A. d. F. R. Højen-Sørensen, Ol...
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    NIPS
    2000
    97views Information Technology» more  NIPS 2000»
    Hierarchical Memory-Based Reinforcement Learning
    14 years 27 days ago
    Hierarchical Memory-Based Reinforcement Learning
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    Natalia Hernandez-Gardiol, Sridhar Mahadevan
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    NIPS
    2000
    98views Information Technology» more  NIPS 2000»
    Large Scale Bayes Point Machines
    14 years 27 days ago
    Large Scale Bayes Point Machines
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    Ralf Herbrich, Thore Graepel
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    NIPS
    2000
    115views Information Technology» more  NIPS 2000»
    A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work
    14 years 27 days ago
    A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work
    Download  www.lr.pi.titech.ac.jp
    We investigate how the normalization of vectors influences the result of SVMs. 1 Normalization For the theoretical background, please refer to [1]. 2 Experiments We empirically co...
    Ralf Herbrich, Thore Graepel
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    NIPS
    2000
    209views Information Technology» more  NIPS 2000»
    Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra
    14 years 27 days ago
    Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra
    Download  reference.kfupm.edu.sa
    A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...
    Paul Hayton, Bernhard Schölkopf, Lionel Taras...
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    NIPS
    2000
    162views Information Technology» more  NIPS 2000»
    Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks
    14 years 27 days ago
    Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks
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    Richard H. R. Hahnloser, H. Sebastian Seung
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    NIPS
    2000
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    A Comparison of Image Processing Techniques for Visual Speech Recognition Applications
    14 years 27 days ago
    A Comparison of Image Processing Techniques for Visual Speech Recognition Applications
    Download  papers.cnl.salk.edu
    Michael S. Gray, Terrence J. Sejnowski, Javier R. ...
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    NIPS
    2000
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    From Margin to Sparsity
    14 years 27 days ago
    From Margin to Sparsity
    Download  users.cecs.anu.edu.au
    We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...
    Thore Graepel, Ralf Herbrich, Robert C. Williamson
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    NIPS
    2000
    119views Information Technology» more  NIPS 2000»
    Propagation Algorithms for Variational Bayesian Learning
    14 years 27 days ago
    Propagation Algorithms for Variational Bayesian Learning
    Download  www.cse.buffalo.edu
    Zoubin Ghahramani, Matthew J. Beal
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    NIPS
    2000
    158views Information Technology» more  NIPS 2000»
    A New Approximate Maximal Margin Classification Algorithm
    14 years 27 days ago
    A New Approximate Maximal Margin Classification Algorithm
    Download  jmlr.csail.mit.edu
    A new incremental learning algorithm is described which approximates the maximal margin hyperplane w.r.t. norm p 2 for a set of linearly separable data. Our algorithm, called alm...
    Claudio Gentile
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