Patent · US Active

Prediction method, terminal, and server

US11580457B2 · kind B2 · utility

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20Claims
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Assignee

Inventors

Key dates

Filing dateApr 30, 2020
Grant dateFeb 14, 2023
Priority date
Expiry dateMar 2, 2041

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06Q30/0267
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

Example prediction methods and apparatus are described. One example includes sending a first model parameter and a second model parameter by a server to a plurality of terminals. The first model parameter and the second model parameter are adapted to a prediction model of the terminal. The server receives a first prediction loss sent by at least one of the plurality of terminals. A first prediction loss sent by each of the at least one terminal is calculated by the terminal based on the prediction model that uses the first model parameter and the second model parameter. The server updates the first model parameter based on the first prediction loss sent by the at least one terminal to obtain an updated first model parameter. The server updates the second model parameter based on the first prediction loss sent by the at least one terminal to obtain an updated second model parameter.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.