US Patent Issued to Capital One Services on May 12 for "Systems and methods for generating explainability for user classifications using motif embeddings" (Massachusetts Inventor)

ALEXANDRIA, Va., May 12 -- United States Patent no. 12,625,949, issued on May 12, was assigned to Capital One Services LLC (McLean, Va.).

"Systems and methods for generating explainability for user classifications using motif embeddings" was invented by Samuel Sharpe (Cambridge, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for generating explainability for user classifications using motif embeddings. In some aspects, the system generates a first set of embeddings in an embedding space by inputting, to a motif encoder model, a set of event motifs associated with a set of labels. The system generates a second set of embeddings for a first user by providing, to the motif encoder mode...