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:
Nov. 18, 2025
Filed:
Nov. 22, 2017
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Edo Liberty, New York, NY (US);
Zohar Karnin, Hoboken, NJ (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract
Techniques for model variant generation using machine learning states are described. A machine learning state data structure is generated via an analysis of training data. The machine learning state can be used to quickly and efficiently generate multiple variants of a machine learning model without needing to re-analyze the raw training data again.