Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs

Michael W. Trosset, Mingyue Gao, Minh Tang +1

A random dot product graph (RDPG) is a generative model for networks in which vertices correspond to positions in a latent Euclidean space and edge probabilities are determined by…