Patent · US Active

Automated knowledge infusion for robust and transferable machine learning

US12061961B2 · kind B2 · utility

1Cited by

1References

18Claims

0Family size

Assignee

NEC CORPORATION · JP

Inventors

Jonathan Fuerst · Heidelberg, DE
Mauricio Fadel Argerich · Heidelberg, DE
Bin Cheng · Sandhausen, DE

Key dates

Filing date	Sep 29, 2020
Grant date	Aug 13, 2024
Priority date	—
Expiry date	Jun 15, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/047
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method for using knowledge infusion for robust and transferable machine learning models includes receiving a plurality of adaptive and programmable knowledge functions comprising a plurality of strong functions and a plurality of weak functions. A knowledge model is generated based on the plurality of strong functions and the plurality of weak functions. A machine learning model is trained based on the generated knowledge model.

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