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Volume 3

by admin last modified 2007-01-31 13:01

Volume 3 (Jul 2002 -- Mar 2003)

    Kernel Independent Component Analysis
    Francis R. Bach, Michael I. Jordan; 3(Jul):1-48, 2002.
    [abs] [pdf] [ps.gz] [ps]

    PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification
    Matthias Seeger; 3(Oct):233-269, 2002.
    [abs] [pdf] [ps.gz] [ps]

    Minimal Kernel Classifiers
    Glenn M. Fung, Olvi L. Mangasarian, Alexander J. Smola; 3(Nov):303-321, 2002.
    [abs] [pdf] [ps.gz] [ps]

    The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
    Masashi Sugiyama, Klaus-Robert Müller; 3(Nov):323-359, 2002.
    [abs] [pdf] [ps.gz] [ps]

    An Introduction to Variable and Feature Selection
    Isabelle Guyon, André Elisseeff; 3(Mar):1157-1182, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Distributional Word Clusters vs. Words for Text Categorization
    Ron Bekkerman, Ran El-Yaniv, Naftali Tishby, Yoad Winter; 3(Mar):1183-1208, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Dimensionality Reduction via Sparse Support Vector Machines
    Jinbo Bi, Kristin Bennett, Mark Embrechts, Curt Breneman, Minghu Song; 3(Mar):1229-1243, 2003.
    [abs] [pdf] [ps.gz] [ps]

    A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification
    Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar; 3(Mar):1265-1287, 2003.
    [abs] [pdf] [ps.gz] [ps]

    An Extensive Empirical Study of Feature Selection Metrics for Text Classification
    George Forman; 3(Mar):1289-1305, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Sufficient Dimensionality Reduction
    Amir Globerson, Naftali Tishby; 3(Mar):1307-1331, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space
    Simon Perkins, Kevin Lacker, James Theiler; 3(Mar):1333-1356, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Variable Selection Using SVM-based Criteria
    Alain Rakotomamonjy; 3(Mar):1357-1370, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Feature Extraction by Non-Parametric Mutual Information Maximization
    Kari Torkkola; 3(Mar):1415-1438, 2003.
    [abs] [pdf] [ps.gz] [ps]

    Use of the Zero-Norm with Linear Models and Kernel Methods
    Jason Weston, André Elisseeff, Bernhard Schölkopf, Mike Tipping; 3(Mar):1439-1461, 2003.
    [abs] [pdf] [ps.gz] [ps]

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