Paul Schrater

Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding

Knowledge graph embedding involves learning representations of entities—the vertices of the graph—and relations—the edges of the graph—such that the resulting representations encode the known factual information represented by the knowledge graph and can be used in the inference of new relations. We…