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    NIPS
    2000
    287views Information Technology» more  NIPS 2000»
    On Reversing Jensen's Inequality
    13 years 8 months ago
    On Reversing Jensen's Inequality
    Download  www.cs.columbia.edu
    Jensen's inequality is a powerful mathematical tool and one of the workhorses in statistical learning. Its applications therein include the EM algorithm, Bayesian estimation ...
    Tony Jebara, Alex Pentland
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    NIPS
    2000
    94views Information Technology» more  NIPS 2000»
    A Silicon Primitive for Competitive Learning
    13 years 8 months ago
    A Silicon Primitive for Competitive Learning
    Download  www.cs.washington.edu
    Competitive learning is a technique for training classification and clustering networks. We have designed and fabricated an 11transistor primitive, that we term an automaximizing ...
    David Hsu, Miguel Figueroa, Chris Diorio
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    NIPS
    2000
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    Ensemble Learning and Linear Response Theory for ICA
    13 years 8 months 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
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    Hierarchical Memory-Based Reinforcement Learning
    13 years 8 months ago
    Hierarchical Memory-Based Reinforcement Learning
    Download  reference.kfupm.edu.sa
    Natalia Hernandez-Gardiol, Sridhar Mahadevan
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    NIPS
    2000
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    Large Scale Bayes Point Machines
    13 years 8 months ago
    Large Scale Bayes Point Machines
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    Ralf Herbrich, Thore Graepel
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    NIPS
    2000
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    A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work
    13 years 8 months 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
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    Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra
    13 years 8 months 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
    13 years 8 months ago
    Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks
    Download  hebb.mit.edu
    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
    13 years 8 months 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
    13 years 8 months 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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