US Patent Issued to Capital One Services on Jan. 13 for "Token synthesis for machine learning models" (Illinois Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,524,665, issued on Jan. 13, was assigned to Capital One Services LLC (McLean, Va.).

"Token synthesis for machine learning models" was invented by Anh Truong (Champaign, Ill.), Jeremy Goodsitt (Champaign, Ill.) and Austin Walters (Savoy, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes generating a first vector associated with a token using a first set of parameters of a first learning model based on the token, determining a prediction indicating that the token is associated with a first label based on a set of clustering criteria, the first vector, vectors of a first vector set, and vectors of a second vector. The method includes ge...