Patents by Inventor Kurt Schieding

Kurt Schieding 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).

  • Resolving opaqueness of complex machine learning applications
    Patent number: 11550970
    Abstract: Computing systems and technical methods that transform data structures and pierce opacity difficulties associated with complex machine learning modules are disclosed. Advances include a framework and techniques that include: i) global diagnostics; ii) locally interpretable models LIME-SUP-R and LIME-SUP-D; and iii) explainable neural networks. Advances also include integrating LIME-SUP-R and LIME-SUP-D approaches that create a transformed data structure and replicated modeling over local and global effects and that yield high interpretability along with high accuracy of the replicated complex machine learning modules that make up a machine learning application.
    Type: Grant
    Filed: November 2, 2018
    Date of Patent: January 10, 2023
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Vijayan N. Nair, Agus Sudjianto, Jie Chen, Kurt Schieding, Linwei Hu, Xiaoyu Liu, Joel Vaughan
  • RESOLVING OPAQUENESS OF COMPLEX MACHINE LEARNING APPLICATIONS
    Publication number: 20200143005
    Abstract: Computing systems and technical methods that transform data structures and pierce opacity difficulties associated with complex machine learning modules are disclosed. Advances include a framework and techniques that include: i) global diagnostics; ii) locally interpretable models LIME-SUP-R and LIME-SUP-D; and iii) explainable neural networks. Advances also include integrating LIME-SUP-R and LIME-SUP-D approaches that create a transformed data structure and replicated modeling over local and global effects and that yield high interpretability along with high accuracy of the replicated complex machine learning modules that make up a machine learning application.
    Type: Application
    Filed: November 2, 2018
    Publication date: May 7, 2020
    Inventors: Vijayan N. Nair, Agus Sudjianto, Jie Chen, Kurt Schieding, Linwei Hu, Xiaoyu Liu, Joel Vaughan