Patents by Inventor Gregory Dean Jorstad

Gregory Dean Jorstad 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).

  • METHODS OF EXPLAINING AN INDIVIDUAL PREDICTIONS MADE BY PREDICTIVE PROCESSES AND/OR PREDICTIVE MODELS
    Publication number: 20230419134
    Abstract: A computer-implemented method that includes obtaining a plurality of values each corresponding to one of a plurality of variables. The plurality of variables include variables of interest. The method includes obtaining a prediction for the values from a model, determining metric(s) for each of the variables of interest, and determining one or more of the variables of interest to be one or more influential variables based on the metric(s) determined for each of the variables of interest. The variables include one or more non-influential variables that is/are different from the influential variable(s). The influential variable(s) has/have a greater influence on the prediction than the non-influential variable(s).
    Type: Application
    Filed: July 25, 2023
    Publication date: December 28, 2023
    Inventors: Gregory Dean Jorstad, Thomas Patrick Prendergast
  • Methods of explaining an individual predictions made by predictive processes and/or predictive models
    Patent number: 11810009
    Abstract: A computer-implemented method that includes obtaining a plurality of values each corresponding to one of a plurality of variables. The plurality of variables include variables of interest. The method includes obtaining a prediction for the values from a model, determining metric(s) for each of the variables of interest, and determining one or more of the variables of interest to be one or more influential variables based on the metric(s) determined for each of the variables of interest. The variables include one or more non-influential variables that is/are different from the influential variable(s). The influential variable(s) has/have a greater influence on the prediction than the non-influential variable(s).
    Type: Grant
    Filed: September 7, 2022
    Date of Patent: November 7, 2023
    Assignee: Synchrony Bank
    Inventors: Gregory Dean Jorstad, Thomas Patrick Prendergast, Jr
  • METHODS OF EXPLAINING AN INDIVIDUAL PREDICTIONS MADE BY PREDICTIVE PROCESSES AND/OR PREDICTIVE MODELS
    Publication number: 20230109251
    Abstract: A computer-implemented method that includes obtaining a plurality of values each corresponding to one of a plurality of variables. The plurality of variables include variables of interest. The method includes obtaining a prediction for the values from a model, determining metric(s) for each of the variables of interest, and determining one or more of the variables of interest to be one or more influential variables based on the metric(s) determined for each of the variables of interest. The variables include one or more non-influential variables that is/are different from the influential variable(s). The influential variable(s) has/have a greater influence on the prediction than the non-influential variable(s).
    Type: Application
    Filed: September 7, 2022
    Publication date: April 6, 2023
    Inventors: Gregory Dean Jorstad, Thomas Patrick Prendergast, JR.
  • Methods of explaining an individual predictions made by predictive processes and/or predictive models
    Patent number: 11475322
    Abstract: A computer-implemented method that includes obtaining a plurality of values each corresponding to one of a plurality of variables. The plurality of variables include variables of interest. The method includes obtaining a prediction for the values from a model, determining metric(s) for each of the variables of interest, and determining one or more of the variables of interest to be one or more influential variables based on the metric(s) determined for each of the variables of interest. The variables include one or more non-influential variables that is/are different from the influential variable(s). The influential variable(s) has/have a greater influence on the prediction than the non-influential variable(s).
    Type: Grant
    Filed: March 5, 2019
    Date of Patent: October 18, 2022
    Assignee: SYNCHRONY BANK
    Inventors: Gregory Dean Jorstad, Thomas Patrick Prendergast, Jr.
  • METHODS OF EXPLAINING AN INDIVIDUAL PREDICTIONS MADE BY PREDICTIVE PROCESSES AND/OR PREDICTIVE MODELS
    Publication number: 20200285969
    Abstract: A computer-implemented method that includes obtaining a plurality of values each corresponding to one of a plurality of variables. The plurality of variables include variables of interest. The method includes obtaining a prediction for the values from a model, determining metric(s) for each of the variables of interest, and determining one or more of the variables of interest to be one or more influential variables based on the metric(s) determined for each of the variables of interest. The variables include one or more non-influential variables that is/are different from the influential variable(s). The influential variable(s) has/have a greater influence on the prediction than the non-influential variable(s).
    Type: Application
    Filed: March 5, 2019
    Publication date: September 10, 2020
    Inventors: Gregory Dean Jorstad, Thomas Patrick Prendergast, Jr.