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:
May. 30, 2023
Filed:
Apr. 29, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Takeshi Inagaki, Tokyo, JP;
Aya Minami, Tokyo, JP;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2023.01); G06F 40/279 (2020.01); G06F 40/284 (2020.01); G06F 40/56 (2020.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/279 (2020.01); G06F 40/284 (2020.01); G06F 40/56 (2020.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01);
Abstract
A computer-implemented method according to one embodiment includes receiving a single instance of training data, simplifying the single instance of training data to create a single instance of simplified training data, generating a plurality of training data variants, based on the single instance of simplified training data, and training a machine learning model, utilizing the plurality of training data variants.