Patents by Inventor Aanchal Mongia

Aanchal Mongia 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).

  • SMART TRAINING AND SMART DEPLOYMENT OF MACHINE LEARNING MODELS
    Publication number: 20230267349
    Abstract: Systems/techniques that facilitate smart training and smart deployment of machine learning models are provided. In various embodiments, a system can access a first set of data candidates that are available for training of a machine learning model. In various aspects, the system can compute at least one feature distribution of the first set of data candidates. In various instances, the system can identify, in the first set of data candidates, a strict subset of data candidates, wherein at least one feature distribution of the strict subset of data candidates matches the at least one feature distribution of the first set of data candidates. In various cases, the system can train the machine learning model on the strict subset of data candidates.
    Type: Application
    Filed: February 23, 2022
    Publication date: August 24, 2023
    Inventors: Sidharth Abrol, Aanchal Mongia, Abhijit Patil