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:
Jan. 25, 2022
Filed:
Nov. 11, 2019
Applicant:
Palo Alto Research Center Incorporated, Palo Alto, CA (US);
Inventors:
Ryan Rossi, Mountain View, CA (US);
Rong Zhou, Saratoga, CA (US);
Assignee:
Palo Alto Research Center Incorporated, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06N 3/08 (2006.01); G06K 9/66 (2006.01); G06K 9/62 (2006.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/9024 (2019.01); G06K 9/469 (2013.01); G06K 9/6232 (2013.01); G06K 9/66 (2013.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01);
Abstract
A method of deep graph representation learning includes: deriving a set of base features; and automatically developing, by a processing device, a multi-layered hierarchical graph representation based on the set of base features, wherein each successive layer of the multi-layered hierarchical graph representation leverages an output from a previous layer to learn features of a higher-order.