Browsing MIT by Subject "Reproducing Kernel Hilbert Spaces"

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An Equivalence Between Sparse Approximation and Support Vector Machines

Unknown author (1997-05-01)

In the first part of this paper we show a similarity between the principle of Structural Risk Minimization Principle (SRM) (Vapnik, 1982) and the idea of Sparse Approximation, as defined in (Chen, Donoho and Saunders, ...