Patents by Inventor Ryan Scott Williams

Ryan Scott Williams 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).

  • Operational neural network performance via feature space analysis
    Patent number: 12554985
    Abstract: Systems and methods are provided for generating supplemental or updated machine learning models based on analysis of feature space data observed at inference time using an existing machine learning model.
    Type: Grant
    Filed: March 15, 2023
    Date of Patent: February 17, 2026
    Assignee: THE AEROSPACE CORPORATION
    Inventors: Benjamen Paul Bycroft, Avinash Mayank Vakil, Ryan Scott Williams
  • MACHINE LEARNING MODEL TRAINING USING FEATURE SPACE ANALYSIS
    Publication number: 20240311636
    Abstract: Systems and methods are provided for using results of feature space analysis during the training of machine learning models to improve the training process and the resulting trained model.
    Type: Application
    Filed: March 15, 2023
    Publication date: September 19, 2024
    Inventors: Benjamen Paul Bycroft, Avinash Mayank Vakil, Ryan Scott Williams
  • OPERATIONAL NEURAL NETWORK PERFORMANCE VIA FEATURE SPACE ANALYSIS
    Publication number: 20240311631
    Abstract: Systems and methods are provided for generating supplemental or updated machine learning models based on analysis of feature space data observed at inference time using an existing machine learning model.
    Type: Application
    Filed: March 15, 2023
    Publication date: September 19, 2024
    Inventors: Benjamen Paul Bycroft, Avinash Mayank Vakil, Ryan Scott Williams
  • Firearm grip accessory
    Patent number: D755337
    Type: Grant
    Filed: December 8, 2014
    Date of Patent: May 3, 2016
    Inventor: Ryan Scott Williams