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The optimal assignment kernel is not positive definite
Published 26 Jan 2008 in cs.LG | (0801.4061v1)
Abstract: We prove that the optimal assignment kernel, proposed recently as an attempt to embed labeled graphs and more generally tuples of basic data to a Hilbert space, is in fact not always positive definite.
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