Graph Machine Learning, Graph Kernels, Explicit Feature Maps, Scalable Machine Learning.
however that these methods were designed before the emergence of node embeddings algorithms. For a thorough overview of graph kernel algorithms I refer the reader to [2]. k-walk kernel From each node, we start a number of random walks of length exactly k. The vector at the node is then the