公开(公告)号：US20230088381A1

公开(公告)日：2023-03-23

申请号：US17946349

申请日：2022-09-16

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mrinaal DOGRA ,  Parameswaranath Vadackupurath MANI ,  Beda Prakash MEHER

IPC: G06N20/00

Abstract: A method and system for learning universal vector representation of concepts in a distributed environment comprising a plurality of edge devices are provided. The method includes obtaining data from one or more sources available at the candidate edge device, determining a plurality of concepts from the obtained data, training on-device artificial intelligence (AI) model locally available at the candidate edge device using the plurality of concepts. The method also includes transmitting the at least one trained on-device AI model to a server and receiving a global AI model for deployment from the server. The method further includes deploying the global AI model for universal vector representation of concepts in the candidate edge device.