Patents by Inventor Sarah Khatry

Sarah Khatry 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).

  • FAULT DETECTION AND MITIGATION FOR AGGREGATE MODELS USING ARTIFICIAL INTELLIGENCE
    Publication number: 20240086736
    Abstract: A system can include a data processing system that can include memory and one or more processors to generate, by a first model trained using machine learning and compatible with first data having a first type and second data having a second type, a first metric based on the first data and indicating a first fault probability in a second model, generate, by the first model, a second metric based on the second data and indicating a second fault probability in a third model, determine, based on the first metric and the second metric, that an aggregate model that includes the second model and the third model satisfies a heuristic indicating a third fault probability in the aggregate model, and instruct, in response to a determination that the aggregate model satisfies the heuristic, a user interface to present an indication that the aggregate model satisfies the heuristic.
    Type: Application
    Filed: November 17, 2023
    Publication date: March 14, 2024
    Applicant: DataRobot, Inc.
    Inventors: Edward Kwartler, Jett Oristaglio, Sarah Khatry, Haniyeh Mahmoudian, Scott Lindeman, Oleksandr Bagan, Vlad Vovk, Wesley Hedrick, Kent Borg, Alex Shoop, Nikita Striuk, Gianni Saporiti, Alisa Zosimova, Oleksandr Pikovets, Anton Bogatyrov