Patents by Inventor Parul Agarwal

Parul Agarwal 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).

  • Machine learning model tracking platform
    Patent number: 9996804
    Abstract: Some embodiments include a machine learner platform. The machine learner platform can implement a model tracking service to track one or more machine learning models for one or more application services. A model tracker database can record a version history and/or training configurations of the machine learning models. The machine learner platform can implement a platform interface configured to present interactive controls for building, modifying, evaluating, deploying, or compare the machine learning models. A model trainer engine can task out a model training task to one or more computing devices. A model evaluation engine can compute an evaluative metric for a resulting model from the model training task.
    Type: Grant
    Filed: April 10, 2015
    Date of Patent: June 12, 2018
    Assignee: Facebook, Inc.
    Inventors: Stuart Michael Bowers, Parul Agarwal, Parv Ajay Oberoi, Hussein Mohamed Hassan Mehanna
  • MACHINE LEARNING MODEL TRACKING PLATFORM
    Publication number: 20160300156
    Abstract: Some embodiments include a machine learner platform. The machine learner platform can implement a model tracking service to track one or more machine learning models for one or more application services. A model tracker database can record a version history and/or training configurations of the machine learning models. The machine learner platform can implement a platform interface configured to present interactive controls for building, modifying, evaluating, deploying, or compare the machine learning models. A model trainer engine can task out a model training task to one or more computing devices. A model evaluation engine can compute an evaluative metric for a resulting model from the model training task.
    Type: Application
    Filed: April 10, 2015
    Publication date: October 13, 2016
    Inventors: Stuart Michael Bowers, Parul Agarwal, Parv Ajay Oberoi, Hussein Mohamed Hassan Mehanna