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    COLT
    2005
    Springer
    131views Machine Learning» more  COLT 2005»
    A New Perspective on an Old Perceptron Algorithm
    15 years 3 months ago
    A New Perspective on an Old Perceptron Algorithm
    Download  ttic.uchicago.edu
    Abstract. We present a generalization of the Perceptron algorithm. The new algorithm performs a Perceptron-style update whenever the margin of an example is smaller than a predefi...
    Shai Shalev-Shwartz, Yoram Singer
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