A Unifying View of Explicit and Implicit Feature Maps of Graph Kernels

2 Mar 2017Nils M. KriegeMarion NeumannChristopher MorrisKristian KerstingPetra Mutzel

Non-linear kernel methods can be approximated by fast linear ones using suitable explicit feature maps allowing their application to large scale problems. We investigate how convolution kernels for structured data are composed from base kernels and construct corresponding feature maps... (read more)

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