Fast, Accurate and Interpretable Graph Classification with Topological Kernels

Adam Wesołowski, Ronin Wu, Karim Essafi

We introduce a novel class of explicit feature maps based on topological indices that represent each graph by a compact feature vector, enabling fast and interpretable graph classi…