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:
Feb. 07, 2023
Filed:
May. 28, 2020
Applicant:
Hitachi, Ltd., Tokyo, JP;
Inventors:
Dipanjan Ghosh, Santa Clara, CA (US);
Maria Teresa Gonzalez Diaz, Mountain View, CA (US);
Mahbubul Alam, San Jose, CA (US);
Ahmed Farahat, Santa Clara, CA (US);
Chetan Gupta, San Mateo, CA (US);
Lijing Wang, Fairfax, VA (US);
Assignee:
HITACHI, LTD., Tokyo, JP;
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 5/04 (2006.01); G06N 3/08 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01);
Abstract
Example implementations described herein involve systems and methods for generating an ensemble of deep learning or neural network models, which can involve, for a training set of data, generating a plurality of model samples for the training set of data, the plurality of model samples generated from deep learning or neural network methods; and aggregating output of the model samples to generate an output of the ensemble models.