Graph Machine Learning, Graph Kernels, Explicit Feature Maps, Scalable Machine Learning.
working with graphs. In a nutshell, the idea of graph kernels is to compare two graphs by a function that has as input the two graphs. Intuitively, this function should measure similarity between the graphs for different notions of similarity. Graph kernels have been the first major approach to