Patents by Inventor MARTEN BERGTHOLDT

MARTEN BERGTHOLDT 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).

  • Confidence measure for a deployed machine learning model
    Patent number: 11880432
    Abstract: Presented are concepts for obtaining a confidence measure for a machine learning model. One such concept process input data with the machine learning model to generate a primary result. It also generate a plurality of modified instances of the input data and processes the plurality of modified instances of the input data with the machine learning model to generate a respective plurality of secondary results. A confidence measure relating to the primary result is determined based on the secondary results.
    Type: Grant
    Filed: January 21, 2020
    Date of Patent: January 23, 2024
    Assignee: KONINKLIJKE PHILIPS N.V.
    Inventors: Matthias Lenga, Rafael Wiemker, Tobias Klinder, Marten Bergtholdt, Heike Carolus
  • CONFIDENCE MEASURE FOR A DEPLOYED MACHINE LEARNING MODEL
    Publication number: 20220101626
    Abstract: Presented are concepts for obtaining a confidence measure for a machine learning model. One such concept process input data with the machine learning model to generate a primary result. It also generate a plurality of modified instances of the input data and processes the plurality of modified instances of the input data with the machine learning model to generate a respective plurality of secondary results. A confidence measure relating to the primary result is determined based on the secondary results.
    Type: Application
    Filed: January 21, 2020
    Publication date: March 31, 2022
    Inventors: MATTHIAS LENGA, RAFAEL WIEMKER, TOBIAS KLINDER, MARTEN BERGTHOLDT, HEIKE CAROLUS