2020.11.30

MODEL CONSTRUCTION SYSTEM, MODEL CONSTRUCTION APPARATUS, AND MODEL CONSTRUCTION METHOD

United States

Overview

A model construction system, apparatus, and method are provided. The model construction system includes at least one first source apparatus, at least one second source apparatus, and a server. The server receives a de-identification data set from each first source apparatus, receives a parameter set of a source model from each second source apparatus, generates at least one aligned data set by aligning the de-identification data set according to a predetermined data format, trains an original model to an assisted training model by the aligned data set(s), generates at least one update parameter set according to the parameter set(s) and an assisted training parameter set, updates the assisted training model by one of the update parameter set(s), and transmits the update parameter set(s) to the second source apparatus(es). Each second source apparatus updates the source model according to the corresponding update parameter set.

Category

電子數位資料處理
資料演算處理
Appl. Type

發明

Status

Applying

Appl. No.

17/107,625

Filing Date

2020.11.30

Notification

2022.10.24