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    COLT
    2004
    Springer
    102views Machine Learning» more  COLT 2004»
    Sparseness Versus Estimating Conditional Probabilities: Some Asymptotic Results
    14 years 5 months ago
    Sparseness Versus Estimating Conditional Probabilities: Some Asymptotic Results
    Download  ttic.uchicago.edu
    One of the nice properties of kernel classifiers such as SVMs is that they often produce sparse solutions. However, the decision functions of these classifiers cannot always be u...
    Peter L. Bartlett, Ambuj Tewari
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    COLT
    2004
    Springer
    72views Machine Learning» more  COLT 2004»
    Local Complexities for Empirical Risk Minimization
    14 years 5 months ago
    Local Complexities for Empirical Risk Minimization
    Download  www.stat.berkeley.edu
    Peter L. Bartlett, Shahar Mendelson, Petra Philips
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