Patents by Inventor Vivek SAPRU

Vivek SAPRU 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: 20240046151
    Abstract: A system and/or method for automated ML model retraining by an electronic device. The system and/or method may include one or more of: running a first ML model and a second ML model, predicting an accuracy degradation of the first ML model using the second ML model, determining whether the predicted accuracy degradation meets a pre-defined threshold, and/or retraining the first ML model when the predicted accuracy degradation meets the pre-defined threshold.
    Type: Application
    Filed: April 24, 2023
    Publication date: February 8, 2024
    Inventors: Sukhdeep SINGH, Vivek SAPRU, Joseph THALIATH, Ganesh Kumar THANGAVEL, Ashish JAIN, Seungil YOON, Hoejoo LEE, Hunje YEON
  • Publication number: 20230031470
    Abstract: The embodiments herein disclose a method for managing machine learning (ML) services in a wireless communication network. The method includes: storing a plurality of ML packages, each executing a network service request; receiving a trigger based on the network service request from a server; determining a plurality of parameters corresponding to the network service request, on receiving the trigger from the server; determining an ML package based on the trigger and the plurality of parameters corresponding to the network service request; and deploying the determined at least one ML package for executing the network service request.
    Type: Application
    Filed: July 13, 2022
    Publication date: February 2, 2023
    Inventors: Sukhdeep SINGH, Joseph THALIATH, Vivek SAPRU, Sandeep Kumar JAISAWAL, Naman AGARWAL, Seungil YOON, Hoejoo LEE