Graph Machine Learning, Graph Kernels, Explicit Feature Maps, Scalable Machine Learning.
us to rewrite the graph kernel expression as follows. The following is simplification of the main result from [3]: The above shows that we can obtain a feature representation for the entire graph from the embeddings for individual nodes. The inner product of two graph feature vectors approximates