Graph Machine Learning, Graph Kernels, Explicit Feature Maps, Scalable Machine Learning.
training set. Then we learn the support vectors, or in our case support graphs, that allow us to classify new graphs by simply evaluating the kernel function having as input the new graph and all support graphs. Next, I will present a general family of graph kernels. Convolutional graph kernels Let