Patents by Inventor Amab Neelim MAZUMDER

Amab Neelim MAZUMDER 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).

  • MANAGING DATA DRIFT IN MACHINE LEARNING MODELS USING INCREMENTAL LEARNING AND EXPLAINABILITY
    Publication number: 20240119290
    Abstract: Implementations disclosed include methods and systems that include obtaining, by a processing device, a first output from a machine learning model, wherein the first output comprises one or more data samples; identifying a first set of data samples of the one or more data samples that satisfies a threshold criterion; generating, using an explainability tool, a weighted value for each data sample of the first set of data samples; and modifying the machine learning model based at least in part on the weighted value for each data sample of the first set of data samples.
    Type: Application
    Filed: March 3, 2023
    Publication date: April 11, 2024
    Applicant: Cypress Semiconductor Corporation
    Inventors: Niall LYONS, Amab Neelim MAZUMDER, Avik SANTRA, Anand DUBEY, Ashutosh PANDEY