Patents by Inventor Min Chan JEONG

Min Chan JEONG 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).

  • SYSTEM, METHOD, AND COMPUTER-READABLE STORAGE MEDIUM FOR FEDERATED LEARNING OF LOCAL MODEL BASED ON LEARNING DIRECTION OF GLOBAL MODEL
    Publication number: 20230136378
    Abstract: Proposed is a federated learning system. The federated learning system comprises: a central server configured to transmit at least one global parameter of a global model to each client device, receive at least one local parameter of a local model trained from each of client devices, and update the global model using the at least one local parameter; and a plurality of client devices configured to train the local model by applying a loss between a predicted value of the global model and a predicted value of the local model possessed by itself to a loss function, and transmit at least one local parameter of the trained local model to the central server.
    Type: Application
    Filed: October 27, 2022
    Publication date: May 4, 2023
    Applicant: Korea Advanced Institute of Science and Technology
    Inventors: Gi Hun LEE, Min Chan JEONG, Se Young YUN, Sang Min BAE, Jae Yeon AHN, Seong Yoon KIM, Woo Jin CHUNG