Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees

Yuqicheng Zhu, Jingcheng Wu, Yizhen Wang +4

Uncertain knowledge graph embedding (UnKGE) methods learn vector representations that capture both structural and uncertainty information to predict scores of unseen triples. Howev…