Patents by Inventor Zairah Mustahsan

Zairah Mustahsan 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).

  • Enhancing fairness in transfer learning for machine learning models with missing protected attributes in source or target domains
    Patent number: 11443236
    Abstract: A method of utilizing a computing device to correct source data used in machine learning includes receiving, by the computing device, first data. The computing device corrects the source data via an application of a covariate shift to the source data based upon the first data where the covariate shift re-weighs the source data.
    Type: Grant
    Filed: November 22, 2019
    Date of Patent: September 13, 2022
    Assignee: International Business Machines Corporation
    Inventors: Karthikeyan Natesan Ramamurthy, Amanda Coston, Dennis Wei, Kush Raj Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty
  • ENHANCING FAIRNESS IN TRANSFER LEARNING FOR MACHINE LEARNING MODELS WITH MISSING PROTECTED ATTRIBUTES IN SOURCE OR TARGET DOMAINS
    Publication number: 20210158204
    Abstract: A method of utilizing a computing device to correct source data used in machine learning includes receiving, by the computing device, first data. The computing device corrects the source data via an application of a covariate shift to the source data based upon the first data where the covariate shift re-weighs the source data.
    Type: Application
    Filed: November 22, 2019
    Publication date: May 27, 2021
    Inventors: Karthikeyan Natesan Ramamurthy, Amanda Coston, Dennis Wei, Kush Raj Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty