Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts

Alessandro Epasto, Bryan Perozzi

Recent interest in graph embedding methods has focused on learning a single representation for each node in the graph. But can nodes really be best described by a single vector rep…