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. 27, 2024
Filed:
Mar. 05, 2020
Applicant:
Verint Americas Inc., Alpharetta, GA (US);
Inventor:
Ian Roy Beaver, Spokane, WA (US);
Assignee:
Verint Americas Inc., Alpharetta, GA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2453 (2019.01); G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 3/08 (2023.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/2453 (2019.01); G06F 18/2155 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract
According to principles described herein, a system applies Active Learning methodology to multiple models simultaneously. The system includes a means to distribute the sample selection algorithm across large pools of unlabeled data and a automatic model training deployed on hardware matched to the model type that scales to large volumes of data without consuming all resources.