ALEXANDRIA, Va., Aug. 26 -- United States Patent no. 12,400,078, issued on Aug. 26, was assigned to GOOGLE LLC (Mountain View, Calif.).
"Interpretable embeddings" was invented by Nisarg Vyas (Gujarat, India) and David Andre (San Francisco).
According to the abstract* released by the U.S. Patent & Trademark Office: "This specification is generally directed to techniques for creating reduced-dimensionality embeddings (e.g., embedding layers of neural networks) with dimensions that are interpretable by and/or are meaningful to humans. In various implementations, a datum may sampled from a document. A dimensionality reduction process may be performed based on the sampled datum to generate a semantically-interpretable embedding having a number...