System und Verfahren zum Föderierten Trainieren von Modellen des Maschinellen Lernens

Details

Veröffentlichungs-Nr.

EP4804080

Anmeldetag

7. Januar 2026

Veröffentlichung

9. September 2026

Rechtsraum

EP

IPC

G06N3/045, G06N3/098

Abstract

A system and method for generating a federated machine learning (ML) model comprising: distributing, by a software agent executed by a computing device, a first machine learning model to a plurality of user devices, wherein the software agent provides the plurality of user devices with instructions for the training of the first ML model; each of the plurality of user devices, training the first ML model individually by submitting to the first ML model labelled user data sets, wherein the training of the ML model proceeds according to the instructions provided by the software agent; receiving, by the computing device, the individually trained first ML models, and identifying whether the ML models have been trained according to the software agent's instructions; and combining the individually trained first ML models to create a federated ML model which has been trained according to the software agent's instructions.

Anmelder

Firma

Milestone Systems A/S

Land

🇩🇰 Dänemark

Fachgebiete