US Patent Issued to Capital One Services on July 28 for "Selective reporting of machine learning parameters for federated learning" (Illinois, Virginia Inventors)

ALEXANDRIA, Va., July 28 -- United States Patent no. 12,694,269, issued on July 28, was assigned to Capital One Services LLC (McLean, Va.).

"Selective reporting of machine learning parameters for federated learning" was invented by Jeremy Goodsitt (Champaign, Ill.), Kenny Bean (McLean, Va.) and Austin Walters (Savoy, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes sending a data selection parameter to a client computing device, wherein the client computing device stores a distributed instance of a machine learning model, and the machine learning model includes at least a first subset of parameters and a second subset of parameters. In response to a determination that a transmission crit...