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The complexity of learning halfspaces using generalized linear methods

Published on Jul 15, 20142430 Views

Many popular learning algorithms (E.g. Regression, Fourier-Transform based algorithms, Kernel SVM and Kernel ridge regression) operate by reducing the problem to a convex optimization problem over a s

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