Patents by Inventor Tejaswini Mallavarapu

Tejaswini Mallavarapu 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).

  • Publication number: 20230289658
    Abstract: A method for training a machine learning model includes receiving a randomly-initialized first version of a machine learning model, conducting first training on the machine learning model first version using first training data, the first training data comprising a first type of information respective of a plurality of documents, adding a layer to the machine learning model first version after conducting the first training to create a machine learning model second version, and conducting second training on the machine learning model second version using second training data, the second training data comprising a second type of information respective of the plurality of documents.
    Type: Application
    Filed: January 13, 2023
    Publication date: September 14, 2023
    Inventors: Ying Xie, Tejaswini Mallavarapu, Simon Hughes