Graphlets correct for the topological information missed by random walks

Sam F. L. Windels, Noel Malod-Dognin, Natasa Przulj

Random walks are widely used for mining networks due to the computational efficiency of computing them. For instance, graph representation learning learns a d-dimensional embedding…