ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,770,057, issued on Oct. 20, was assigned to INTERNATIONAL BUSINESS MACHINES Corp. (Armonk, N.Y.).
"Futureproofing a machine learning model" was invented by Kavitha Hassan Yogaraj (Bangalore, India), Frederik Frank Flother (Schhlieren, Switzerland) and Vladimir Rastunkov (Mundelein, Ill.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Provided are a computer-implemented method, a system, and a computer program product for futureproofing a machine learning model, in which historical data for updates and changes to a baseline machine learning model are received. A futureproofing metric is generated. An enhanced machine learning model comprising a futureproo...