Patents by Inventor Kirill CHECHIL

Kirill CHECHIL 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).

  • UNSUPERVISED MODEL DRIFT ESTIMATION SYSTEM FOR DATASET SHIFT DETECTION AND MODEL SELECTION
    Publication number: 20240370731
    Abstract: Systems, apparatuses and methods include technology that identifies a first neural network, wherein the first neural network is associated with a first training parameter and first population data that are generated during a process to train the first neural network. The technology executes a first neural network process to serve input data with the first neural network, and estimates a first drift of the first neural network based on the first neural network process, the first training parameter and the first population data to determine whether to retrain the first neural network.
    Type: Application
    Filed: November 3, 2021
    Publication date: November 7, 2024
    Applicant: Intel Corporation
    Inventors: Seok-Yong BYUN, Minje PARK, Kirill CHECHIL, Wonju LEE