ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,918, issued on March 24, was assigned to Raytheon Co. (Arlington, Va.).
"ML model drift detection using modified GAN" was invented by Nicole M. Hatten (Allen, Texas).
According to the abstract* released by the U.S. Patent & Trademark Office: "Discussed herein are devices, systems, and methods for machine learning (ML) model drift detection. A method can include receiving machine learning (ML) data defining a number of layers of neurons, a number of neurons per each layer, and weights for each neuron of a deployed ML model, operating the deployed ML model in a modified generative adversarial network (GAN) architecture, while operating the deployed ML model, recording output of a ...