Patents by Inventor Naveen Iyer

Naveen Iyer 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).

  • Systems and Methods for Programmatic Labeling of Training Data for Machine Learning Models via Clustering and Language Model Prompting
    Publication number: 20240160900
    Abstract: Embodiments introduce an approach to semi-automatically generate labels for data based on implementation of a clustering or language model prompting technique and can be used to implement a form of programmatic labeling to accelerate the development of classifiers and other forms of models. The disclosed methodology is particularly helpful in generating labels or annotations for unstructured data. In some embodiments, the disclosed approach may be used with data in the form of text, images, or other form of unstructured data.
    Type: Application
    Filed: November 14, 2023
    Publication date: May 16, 2024
    Inventors: Ryan Nathaniel Smith, Bradley Ryan Fowler, Fait Poms, Naveen Iyer, Braden Hancock, Roshni Malani
  • Systems and Methods for Programmatic Labeling of Training Data for Machine Learning Models via Clustering
    Publication number: 20230419121
    Abstract: Embodiments are directed to an approach to semi-automatically (programmatically) generate labels for data based on implementation of a clustering technique and can be used to implement a form of programmatic labeling to accelerate the development of classifiers and other forms of models. The disclosed methodology is particularly helpful in generating labels or annotations for unstructured data. In some embodiments, the disclosed approach may be used with data in the form of text, images, or other form of unstructured data.
    Type: Application
    Filed: June 26, 2023
    Publication date: December 28, 2023
    Inventors: Fait Poms, Naveen Iyer, Braden Hancock, Roshni Malani