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:
Oct. 13, 2020
Filed:
Aug. 21, 2018
Applicant:
Royal Bank of Canada, Montreal, CA;
Inventors:
Weiguang Ding, Toronto, CA;
Yanshuai Cao, Toronto, CA;
Assignee:
ROYAL BANK OF CANADA, Montreal, CA;
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 8/71 (2018.01); G06N 20/00 (2019.01); G06F 9/445 (2018.01); G06N 3/10 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 8/71 (2013.01); G06F 9/44505 (2013.01); G06N 3/08 (2013.01); G06N 3/105 (2013.01); G06N 20/00 (2019.01);
Abstract
Systems and methods for computationally generating a set of more 'stable' configuration default values that are used for traceability and improving reproducibility of machine learning approaches. Hash values are generated based on a merged/modified configuration and both configuration content and hash are stored together in one or more data structures. These data structures can be used to link back to the actual values used in experiments.