ALEXANDRIA, Va., May 26 -- United States Patent no. 12,639,597, issued on May 26, was assigned to PayPal Inc. (San Jose, Calif.).
"Global explainable artificial intelligence" was invented by Ofek Levy (Tel Aviv, Israel) and Yarden Raiskin (Giv'atayim, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems are presented for providing explainable artificial intelligence for a deep-learning model on a global level. Multiple surrogate models are generated based on characteristics of the deep-learning model, where each surrogate model is configured to mimic a behavior of the deep-learning model with respect to one of the output dimensions associated with the deep-learning model. Simulations are...