ALEXANDRIA, Va., March 31 -- United States Patent no. 12,591,795, issued on March 31, was assigned to SAMSUNG SDS Co. LTD. (Seoul, South Korea).
"Method for providing explainable artificial intelligence" was invented by Young Jun Kim (Seoul, South Korea) and Jae Sun Shin (Seoul, South Korea).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method performed on a computing device for providing explainable artificial intelligence (XAI) according to an embodiment of the present disclosure includes configuring a first set of prototypes representing each data instance of an entire dataset input to a machine-learned model, configuring a second set of criticisms that are samples of data instances not expressed by the...