US Patent Issued to JPMorgan Chase Bank on Dec. 9 for "Method and system for repairing explanations for non-linear machine learning models" (American, British Inventors)

ALEXANDRIA, Va., Dec. 9 -- United States Patent no. 12,493,907, issued on Dec. 9, was assigned to JPMorgan Chase Bank N.A. (New York).

"Method and system for repairing explanations for non-linear machine learning models" was invented by Freddy Lecue (Mamaroneck, N.Y.), Leonidas Tsepenekas (College Park, Md.), Daniele Magazzeni (London) and Sanjay Kariyappa (Mountain View, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems for using a non-linear machine learning model to generate explanations that relate to decisions made by the model and for repairing such explanations in order to improve quality and accuracy of model outputs are provided. The method includes: receiving a data set that...