Patents by Inventor Keerthan Harish Vasist

Keerthan Harish Vasist 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).

  • Global explanations of machine learning model predictions for input containing text attributes
    Patent number: 11977836
    Abstract: A determination is made that an explanatory data set for a common set of predictions generated by a machine learning model for records containing text tokens is to be provided. Respective groups of related tokens are identified from the text attributes of the records, and record-level prediction influence scores are generated for the token groups. An aggregate prediction influence score is generated for at least some of the token groups from the record-level scores, and an explanatory data set based on the aggregate scores is presented.
    Type: Grant
    Filed: November 26, 2021
    Date of Patent: May 7, 2024
    Assignee: Amazon Technologies, Inc.
    Inventors: Cedric Philippe Archambeau, Sanjiv Ranjan Das, Michele Donini, Michaela Hardt, Tyler Stephen Hill, Krishnaram Kenthapadi, Pedro L Larroy, Xinyu Liu, Keerthan Harish Vasist, Pinar Altin Yilmaz, Muhammad Bilal Zafar