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:
Nov. 10, 2026

Filed:

Jan. 26, 2023
Applicant:

Sony Group Corporation, Tokyo, JP;

Inventors:

Brijraj Singh, Bengaluru, IN;

Raksha Jalan, Bengaluru, IN;

Prosenjit Biswas, Bengaluru, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01);
U.S. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01);
Abstract

An electronic device and a method for implementation for machine learning model update based on dataset or feature unlearning are disclosed. The electronic device receives a data subset of a first dataset associated with a user. A first machine learning model is trained based on the first dataset. The electronic device trains a second machine learning model based on the received data subset. The electronic device applies a transformation function on the trained first machine learning model based on the trained second machine learning model. The electronic device updates the trained first machine learning model, based on the application of the transformation function. The update of the trained first machine learning model corresponds to an unlearning of at least one of the received data subset or a set of features associated with the second machine learning model.


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Singh, Brijraj. (2026). Machine learning model update based on dataset or feature unlearning (U.S. Patent No. 12792922). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12792922

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