Title:
STATE TRANSITION CORE OPTIMIZATION-BASED DATA PROCESSING METHOD, APPARATUS AND DEVICE, AND MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/160578
Kind Code:
A1
Abstract:
The present application discloses a state transition core optimization-based data processing method, apparatus and device, and a medium. Said method comprises: in the process of a first participant training local model parameters each time, dynamically determining a state sampling algorithm of preset local sample data according to resource attribute information of the first participant, to obtain identification state information of the preset local sample data, so as to determine combined state information of all preset local model parameters of the first participant; determining, according to the combined state information, target model parameters to be federalized; and performing federation training with each second participant on the basis of said target model parameters, so as to obtain a preset prediction model of the first participant.
Inventors:
JIANG DI (CN)
Application Number:
PCT/CN2021/101998
Publication Date:
August 04, 2022
Filing Date:
June 24, 2021
Export Citation:
Assignee:
WEBANK CO LTD (CN)
International Classes:
G06Q40/00; G06F21/62
Foreign References:
| CN110263908A | 2019-09-20 | |||
| CN111882133A | 2020-11-03 | |||
| CN109711529A | 2019-05-03 | |||
| CN110874649A | 2020-03-10 |
Attorney, Agent or Firm:
CENFO INTELLECTUAL PROPERTY AGENCY (CN)
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