公开(公告)号：US20220058524A1

公开(公告)日：2022-02-24

申请号：US17413897

申请日：2019-12-13

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Mikhail Sergeevich KUDINOV ,  Irina PIONTKOVSKAYA ,  Aleksei Yurievich NEVIDOMSKII ,  Vadim Sergeevich POPOV ,  Petr Konstantinovich VYTOVTOV ,  Dmitry Valerievich POLUBOTKO ,  Olga Valerievna MALYUGINA

IPC: G06N20/00

Abstract: A user equipment (UE) may include a communication circuit; and at least one processor configured to: obtain user generated data based on user input of a user of the UE; receive, via the communication circuit, training data from a server connected to the UE, wherein the training data includes publicly available data train a machine learning (ML) model based on the user generated data and the training data until a training stop criterion is met, wherein the training stop criterion includes at least one of an achieved convergence of ML models among one or more UEs including the UE, a predetermined ML model quality characteristic value being achieved by the ML model, or an achieved predetermined number of training periods; and transmit, via the communication circuit, the ML model to the server.