公开(公告)号：US20240378488A1

公开(公告)日：2024-11-14

申请号：US18314132

申请日：2023-05-08

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Sakira Hassan ,  Afef Feki ,  Endrit Dosti ,  Amaanat Ali ,  Jerediah Fevold

IPC: G06N20/00

Abstract: A method includes receiving, by a user device, a machine learning model policy associated with model update, wherein the machine learning model policy comprises at least one of the following: difference information for a machine learning model with respect to model structure or model configuration parameters; difference information with respect to one or more weights or biases of the machine learning model; or difference information with respect to one or more layers of the machine learning model; carrying out updating of the machine learning model according to the machine learning model policy; and transmitting, by the user device to a network node, information on at least one change to the machine learning model caused by the updating, for reducing overhead with respect to transmitting a full updated version of the machine learning model.