Patents by Inventor Vishal Pandey

Vishal Pandey 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).

  • Publication number: 20210287050
    Abstract: A model testing system administers tests to machine learning (ML) models to test the accuracy and the robustness of the ML models. A user interface (UI) associated with the model testing system receives selections of one or more of a plurality of tests to be administered to a ML model under test. Test data produced by one or more of a plurality of testing ML models that correspond to the plurality of tests is provided to the ML model under test based on the selected tests. One or more of a generative patches test, a generative perturbations test and a counterfeit data test can be administered to the ML model under test based on the selections.
    Type: Application
    Filed: May 5, 2020
    Publication date: September 16, 2021
    Inventors: Indrajit Kar, Shalini Agarwal, Vishal Pandey, Mohammed C. Salman, Sushresulagna Rath
  • Publication number: 20210209011
    Abstract: Systems, methods, and computer-readable storage media facilitating automated testing of datasets including natural language data are disclosed. In the disclosed embodiments, rule sets may be used to condition and transform an input dataset into a format that is suitable for use with one or more artificial intelligence processes configured to extract parameters and classification information from the input dataset. The parameters and classes derived by the artificial intelligence processes may then be used to automatically generate various testing tools (e.g., scripts, test conditions, etc.) that may be executed against a test dataset, such as program code or other types of data.
    Type: Application
    Filed: January 2, 2020
    Publication date: July 8, 2021
    Inventors: Chandrasekhar Sheshadri, Shalini Agarwal, Indrajit Kar, Vishal Pandey, Saloni Tewari, Dhiraj Suresh Panjwani, Ebrahim Abdullah Plumber, Rizwan Ahmed Saifudduza Siddiqui