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.

Date of Patent:
May. 12, 2026

Filed:

Sep. 30, 2022
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Giovanni Zappella, Berlin, DE;

Lukas Stefan Balles, Berlin, DE;

Beyza Ermis, Berlin, DE;

Martin Wistuba, Salzkotten, DE;

Cedric Philippe Archambeau, Berlin, DE;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 11/34 (2006.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 11/3409 (2013.01); G06N 5/04 (2013.01);
Abstract

A system and method for continual learning in a provider network. The method is configured to implement or interface with a system which implements a semi-automated or fully automated architecture of continual machine learning, the semi-automated or fully automated architecture implementing user-configurable model retraining or hyperparameter tuning, which is enabled by a provider network. This functions to adapt a model over time to new information in the training data while also providing a user-friendly, flexible, and customizable continual learning process.


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Quick Actions:

Zappella, Giovanni. (2026). Continual machine learning in a provider network (U.S. Patent No. 12626128). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12626128

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