Fast Computation of Graph Kernels

Borgwardt, Karsten M., Schraudolph, Nicol N., Vishwanathan, S.v.n.

Neural Information Processing Systems 

Using extensions of linear algebra concepts to Reproducing Kernel Hilbert Spaces (RKHS), we define a unifying framework for random walk kernels on graphs.

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