Patents by Inventor Prathiba Sugumaran

Prathiba Sugumaran 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).

  • GOVERNANCE MECHANISMS FOR REUSE OF MACHINE LEARNING MODELS AND FEATURES
    Publication number: 20230214711
    Abstract: A method performed by a processing system including at least one processor includes detecting that new data has been added to a repository of reusable machine learning models and machine learning model features, applying data protection to the new data, testing the new data for bias, merging at least a portion of the new data with stored data from the repository to build a new machine learning model in which the data protection is preserved, and publishing the new machine learning model in the repository.
    Type: Application
    Filed: December 31, 2021
    Publication date: July 6, 2023
    Inventors: Prince Paulraj, Christopher Kim, Eric Zavesky, Prathiba Sugumaran, James Pratt, Cuong Vo