Holographic Embeddings of Knowledge Graphs

16 Oct 2015Maximilian NickelLorenzo RosascoTomaso Poggio

Learning embeddings of entities and relations is an efficient and versatile method to perform machine learning on relational data such as knowledge graphs. In this work, we propose holographic embeddings (HolE) to learn compositional vector space representations of entire knowledge graphs... (read more)

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