Patents by Inventor Stephen C. Cauthorne

Stephen C. Cauthorne 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).

  • Targeted variation of machine learning input data
    Patent number: 11537876
    Abstract: Machine learning models, semantic networks, adaptive systems, artificial neural networks, convolutional neural networks, and other forms of knowledge processing systems are disclosed. Input data for a machine learning system may be analyzed to determine one or more potential biases in the input data. Based on the one or more potential biases, the input data may be grouped, and/or weights may be applied to one or more portions of the input data. The input data may be input into a machine learning algorithm, which may generate output data. Based on an evaluation of the output data, the input data may be grouped, and/or second weights may be applied to one or more portions of the input data.
    Type: Grant
    Filed: November 28, 2018
    Date of Patent: December 27, 2022
    Assignee: Bank of America Corporation
    Inventors: Vaughn M. Bivens, Ganesh Bonda, Stephen C. Cauthorne, Manu Kurian
  • TARGETED VARIATION OF MACHINE LEARNING INPUT DATA
    Publication number: 20200167643
    Abstract: Machine learning models, semantic networks, adaptive systems, artificial neural networks, convolutional neural networks, and other forms of knowledge processing systems are disclosed. Input data for a machine learning system may be analyzed to determine one or more potential biases in the input data. Based on the one or more potential biases, the input data may be grouped, and/or weights may be applied to one or more portions of the input data. The input data may be input into a machine learning algorithm, which may generate output data. Based on an evaluation of the output data, the input data may be grouped, and/or second weights may be applied to one or more portions of the input data.
    Type: Application
    Filed: November 28, 2018
    Publication date: May 28, 2020
    Inventors: Vaughn M. Bivens, Ganesh Bonda, Stephen C. Cauthorne, Manu Kurian