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    ICML
    2002
    IEEE
    146views Machine Learning» more  ICML 2002»
    On generalization bounds, projection profile, and margin distribution
    14 years 11 months ago
    On generalization bounds, projection profile, and margin distribution
    Download  valis.cs.uiuc.edu
    We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
    Ashutosh Garg, Sariel Har-Peled, Dan Roth
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