Patents by Inventor Nancy Agrawal

Nancy Agrawal 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: 20240403369
    Abstract: Methods and systems for training artificial intelligence (AI)-based models using limited labeled data are disclosed. The method performed by a server system includes accessing a tabular dataset including tabular data that further labeled data and unlabeled data. Method includes generating labeled features including labeled numerical features and labeled categorical features based on the labeled data and generating unlabeled features including unlabeled numerical features and unlabeled categorical features based on the unlabeled data. Method includes determining, via a first transformer model, a contextual numerical embeddings based on the labeled numerical features and the unlabeled numerical features. Method includes determining, via a second transformer model, a contextual categorical embeddings based on the labeled categorical features and the unlabeled categorical features.
    Type: Application
    Filed: June 4, 2024
    Publication date: December 5, 2024
    Applicant: MASTERCARD INTERNATIONAL INCORPORATED
    Inventors: Akshay Sethi, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana, Sonia Gupta