Patents by Inventor Ningzhou Zeng

Ningzhou Zeng 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).

  • MODEL VALIDATION AS A SERVICE
    Publication number: 20240403200
    Abstract: This disclosure describes techniques that include validation or other assessments of digital systems, such as machine learning models and other statistical models. In one example, this disclosure describes a method that includes receiving, by a validation computing system and from a development system, a request to perform a test on a model configured to execute on the development system; outputting, by the validation computing system to the development system and in response to the request, an instruction; enabling the development system to process the instruction; receiving, by the validation computing system, test response data; evaluating, by the validation system, the test response data.
    Type: Application
    Filed: August 15, 2024
    Publication date: December 5, 2024
    Inventors: Fernando Cela Diaz, Agus Sudjianto, Harsh Singhal, Ningzhou Zeng, Kai Arne Krueger, Harsh Vardhan Tiwari, Ridhi Puppala, Karan H. Jeswani
  • Model validation as a service
    Patent number: 12086054
    Abstract: This disclosure describes techniques that include validation or other assessments of digital systems, such as machine learning models and other statistical models. In one example, this disclosure describes a method that includes receiving, by a validation computing system and from a development system, a request to perform a test on a model configured to execute on the development system; outputting, by the validation computing system to the development system and in response to the request, an instruction; enabling the development system to process the instruction; receiving, by the validation computing system, test response data; evaluating, by the validation system, the test response data.
    Type: Grant
    Filed: October 20, 2022
    Date of Patent: September 10, 2024
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Fernando Cela Diaz, Agus Sudjianto, Harsh Singhal, Ningzhou Zeng, Kai Arne Krueger, Harsh Vardhan Tiwari, Ridhi Puppala, Karan H. Jeswani
  • Model validation as a service
    Patent number: 12086053
    Abstract: This disclosure describes techniques that include validation or other assessments of digital systems, such as machine learning models and other statistical models. In one example, this disclosure describes a method that includes receiving, by a validation computing system and from a development system, a request to perform a test on a model configured to execute on the development system; outputting, by the validation computing system to the development system and in response to the request, an instruction; enabling the development system to process the instruction; receiving, by the validation computing system, test response data; evaluating, by the validation system, the test response data.
    Type: Grant
    Filed: June 3, 2022
    Date of Patent: September 10, 2024
    Assignee: Wells Fargo Bank, N.A.
    Inventors: Fernando Cela Diaz, Agus Sudjianto, Harsh Singhal, Ningzhou Zeng