Patents by Inventor Jasjeet Dhaliwal

Jasjeet Dhaliwal 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).

  • Patent number: 10225277
    Abstract: Verifying that influence of a user data point has been removed from a machine learning classifier. In some embodiments, a method may include training a machine learning classifier using a training set of data points that includes a user data point, calculating a first loss of the machine learning classifier, updating the machine learning classifier by updating parameters of the machine learning classifier to remove influence of the user data point, calculating a second loss of the machine learning classifier, calculating an expected difference in loss of the machine learning classifier, and verifying that the influence of the user data point has been removed from the machine learning classifier by determining that the difference between the first loss and the second loss is within a threshold of the expected difference in loss.
    Type: Grant
    Filed: June 8, 2018
    Date of Patent: March 5, 2019
    Assignee: SYMANTEC CORPORATION
    Inventors: Saurabh Shintre, Jasjeet Dhaliwal