Patents by Inventor Tyler Case

Tyler Case 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).

  • SYSTEMS AND METHODS FOR USING REGIME SWITCHING TO MITIGATE DETERIORATION IN PERFORMANCE OF A MODELING SYSTEM
    Publication number: 20250005111
    Abstract: Systems, apparatuses, methods, and computer program products are disclosed for mitigating deterioration of modeling system performance. An example method includes detecting, by context analysis circuitry, occurrence of a triggering condition. The example method also includes determining, by context analysis circuitry and in response to detecting the occurrence of the triggering condition, a destination modeling solution based on a regime strategy for the modeling system. The example method also includes switching, by regime deployment circuitry and based on the regime strategy, from a source modeling solution to a destination modeling solution.
    Type: Application
    Filed: September 12, 2024
    Publication date: January 2, 2025
    Inventors: Tyler Case, Paul Davis, Matt Hord, Ananth Kendapadi, Rameshchandra Bhaskar Ketharaju, Vinothkumar Venkataraman, Ashutosh Verma, Yang Angelina Yang, Naveen Gururaja Yeri
  • Systems and method for data grafting to enhance model robustness
    Patent number: 12153649
    Abstract: An example method includes detecting, by context analysis circuitry, occurrence of a triggering condition. The example method also includes scheduling, by context analysis circuitry and based on the occurrence of the triggering condition, retraining of a model. The example method also includes generating, by data grafting circuitry and in response to scheduling the retraining of the model, a context-relevant training data set based on a target context vector. The example method also includes retraining, by model training circuitry, the model using the context-relevant training data set to mitigate deterioration of performance of the model.
    Type: Grant
    Filed: December 22, 2021
    Date of Patent: November 26, 2024
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Ashutosh Verma, Tyler Case, Paul Davis, Matt Hord, Ananth Kendapadi, Vinothkumar Venkataraman, Rameshchandra Bhaskar Ketharaju, Yang Angelina Yang, Naveen Gururaja Yeri
  • Systems and methods for data grafting to enhance model robustness
    Patent number: 12147498
    Abstract: An example method includes detecting, by context analysis circuitry, occurrence of a triggering condition. The example method also includes scheduling, by context analysis circuitry and based on the occurrence of the triggering condition, retraining of a model. The example method also includes generating, by data grafting circuitry and in response to scheduling the retraining of the model, a context-relevant training data set based on a target context vector. The example method also includes retraining, by model training circuitry, the model using the context-relevant training data set to mitigate deterioration of performance of the model.
    Type: Grant
    Filed: November 9, 2022
    Date of Patent: November 19, 2024
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Ashutosh Verma, Tyler Case, Paul Davis, Matt Hord, Ananth Kendapadi, Rameshchandra Bhaskar Ketharaju, Vinothkumar Venkataraman, Yang Angelina Yang, Naveen Gururaja Yeri
  • Systems and methods for using regime switching to mitigate deterioration in performance of a modeling system
    Patent number: 12118065
    Abstract: Systems, apparatuses, methods, and computer program products are disclosed for mitigating deterioration of modeling system performance. An example method includes detecting, by context analysis circuitry, occurrence of a triggering condition. The example method also includes determining, by context analysis circuitry and in response to detecting the occurrence of the triggering condition, a destination modeling solution based on a regime strategy for the modeling system. The example method also includes switching, by regime deployment circuitry and based on the regime strategy, from a source modeling solution to a destination modeling solution.
    Type: Grant
    Filed: December 22, 2021
    Date of Patent: October 15, 2024
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Tyler Case, Paul Davis, Matt Hord, Ananth Kendapadi, Rameshchandra Bhaskar Ketharaju, Vinothkumar Venkataraman, Ashutosh Verma, Yang Angelina Yang, Naveen Gururaja Yeri