Patents by Inventor TUN YE LIN

TUN YE LIN 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).

  • APPARATUS AND METHOD FOR TACKLING DATA HETEROGENEITY IN FEDERATED LEARNING USING INTERMEDIATE LAYER REPRESENTATION REGULARIZATION
    Publication number: 20240296341
    Abstract: A federated learning method performed by a server and a terminal includes transmitting, by the server, a global model to a terminal and receiving, by the server, a local parameter from the terminal. The local parameter may be determined by the terminal obtaining at least one model of a previous model and a global model, obtaining a representation of the obtained model, and updating a current model using the representation.
    Type: Application
    Filed: November 15, 2023
    Publication date: September 5, 2024
    Inventors: CHOONG SEON HONG, SEONG BAE PARK, JIN SEON PARK, TUN YE LIN