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:
Dec. 02, 2025

Filed:

Jul. 11, 2023
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Alberto Gil C. P. Ramos, Staines, GB;

Abhinav Mehrotra, Staines, GB;

Sourav Bhattacharya, Staines, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 17/18 (2013.01); G10L 13/08 (2013.01); G10L 17/04 (2013.01); G10L 21/0208 (2013.01);
U.S. Cl.
CPC ...
G10L 17/18 (2013.01); G10L 13/08 (2013.01); G10L 17/04 (2013.01); G10L 21/0208 (2013.01);
Abstract

Broadly speaking, embodiments of the present techniques provide a method and system for personalising machine learning models on resource-constrained devices by using conditional neural networks. In particular, the present techniques allow for resource-efficient use of a conditioning vector by incorporating the conditioning vector into weights learned during training. This reduces the computational resources required at inference time.


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Ramos, Alberto Gil C. P.. (2025). Method and system for personalising machine learning models (U.S. Patent No. 12488801). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12488801

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