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    From Margin to Sparsity
    13 years 6 months ago
    From Margin to Sparsity
    Download  users.cecs.anu.edu.au
    We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...
    Thore Graepel, Ralf Herbrich, Robert C. Williamson
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