ALEXANDRIA, Va., Sept. 3 -- United States Patent no. 12,406,773, issued on Sept. 2.
"Transferring information through knowledge graph embeddings" was invented by Rory McGrath (Kildare Town, Ireland), Xu Zheng (Dublin) and Jeremiah Hayes (Dublin).
According to the abstract* released by the U.S. Patent & Trademark Office: "A device may receive a knowledge graph and SMILE data identifying compounds, and may train embeddings based on the knowledge graph. The device may generate graph embeddings for the SMILE data based on the embeddings, and may encode the SMILE data into a latent space. The device may combine the graph embeddings and the latent space to generate a combined latent-embedding space, and may decode the combined latent-embedding ...