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

Nils M. Kriege, Marion Neumann, Christopher Morris +2

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 convol…