Patents by Inventor Matthew HUG

Matthew HUG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • TECHNIQUES FOR MONITORING MACHINE LEARNING MODEL PERFORMANCE
    Publication number: 20240370776
    Abstract: One embodiment of a method for monitoring performance of a trained machine learning model includes receiving at least one of one or more first inputs or one or more first outputs of the trained machine learning model during a first time period, receiving at least one of one or more second inputs or one or more second outputs of the trained machine learning model during a second time period, and computing a data drift score based on the at least one of the one or more first inputs or the one or more first outputs, the at least one of the one or more second inputs or the one or more second outputs, and a predefined policy.
    Type: Application
    Filed: April 30, 2024
    Publication date: November 7, 2024
    Inventors: Srikar SRINATH, Navin BUDHIRAJA, Brian CUMMISKEY, Matthew HUG, David INWALD, Jeremy JIANG, Yooyoung KO, Tao LIU, Thomas J. MARTIN, JR., Wasim SADIQ