ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,681, issued on July 21, was assigned to SAMSUNG ELECTRONICS Co. LTD. (Suwon-si, South Korea).
"Method and apparatus for correcting errors in outputs of machine learning models" was invented by Cristina Cornelio (Milton Keynes, Great Britain), Timothy Hospedales (London) and Jan Stuehmer (Heidelberg, Germany).
According to the abstract* released by the U.S. Patent & Trademark Office: "Broadly speaking, embodiments of the present techniques provide a method for reducing errors in the outputs of machine learning, ML, models on a potential output of the models to resolve any inconsistencies before outputting a final result from the models. The final result respects a set of rules or ...