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    ICML
    2002
    IEEE
    146views Machine Learning» more  ICML 2002»
    On generalization bounds, projection profile, and margin distribution
    14 years 5 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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