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    COLT
    2001
    Springer
    122views Machine Learning» more  COLT 2001»
    On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses
    15 years 5 months ago
    On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses
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    Philip M. Long
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    88
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    COLT
    2001
    Springer
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    Data-Dependent Margin-Based Generalization Bounds for Classification
    15 years 5 months ago
    Data-Dependent Margin-Based Generalization Bounds for Classification
    Download  www.mast.queensu.ca
    Balázs Kégl, Tamás Linder, G&...
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    COLT
    2001
    Springer
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    A Theoretical Analysis of Query Selection for Collaborative Filtering
    15 years 5 months ago
    A Theoretical Analysis of Query Selection for Collaborative Filtering
    Download  www.comp.nus.edu.sg
    Wee Sun Lee, Philip M. Long
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    77
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    COLT
    2001
    Springer
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    A Generalized Representer Theorem
    15 years 5 months ago
    A Generalized Representer Theorem
    Download  users.cecs.anu.edu.au
    Bernhard Schölkopf, Ralf Herbrich, Alex J. Sm...
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    COLT
    2001
    Springer
    101views Machine Learning» more  COLT 2001»
    On Learning Monotone DNF under Product Distributions
    15 years 5 months ago
    On Learning Monotone DNF under Product Distributions
    Download  www.cs.columbia.edu
    We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
    Rocco A. Servedio
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