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. 31, 2023
Filed:
Jun. 01, 2020
Applicant:
Western Digital Technologies, Inc., San Jose, CA (US);
Inventors:
Yongjune Kim, San Jose, CA (US);
Yuval Cassuto, Sunnyvale, CA (US);
Assignee:
Western Digital Technologies, Inc., San Jose, CA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/28 (2019.01); G06N 5/01 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/285 (2019.01); G06N 5/01 (2023.01); G06N 7/01 (2023.01);
Abstract
A system and method for training base classifiers in a boosting algorithm includes optimally training base classifiers considering an unreliability model, and then using a scheme with an aggregator decoder that reverse-flips inputs using inter-classifier redundancy introduced in training.
Quick Actions:
Kim, Yongjune. (2023). Training ensemble models to improve performance in the presence of unreliable base classifiers (U.S. Patent No. 11803780). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11803780
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile