The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 13, 2024
Filed:
Sep. 29, 2020
Applicant:
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Inventors:
Jonathan Fuerst, Heidelberg, DE;
Mauricio Fadel Argerich, Heidelberg, DE;
Bin Cheng, Sandhausen, DE;
Assignee:
NEC CORPORATION, Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/25 (2023.01); G06N 5/02 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/25 (2023.01); G06N 5/02 (2013.01);
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.