Graph kernels

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Vishwanathan, S
Borgwardt, Karsten M.
Kondor, Imre Risi
Schraudolph, Nicol

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MIT Press

Abstract

We present a unified framework to study graph kernels, special cases of which include the random walk (Gärtner et al., 2003; Borgwardt et al., 2005) and marginalized (Kashima et al., 2003, 2004; Mahé et al., 2004) graph kernels. Through reduction to a S

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Journal of Machine Learning Research

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2037-12-31