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. 03, 2026

Filed:

Jun. 23, 2022
Applicant:

Industry-academic Cooperation Foundation, Yonsei University, Seoul, KR;

Inventors:

Seong-Lyun Kim, Seoul, KR;

Seung Eun Oh, Seoul, KR;

Mehdi Bennis, Oulu, FI;

Ji Hong Park, Geelong Vctoria, AU;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01);
Abstract

The present disclosure provides a learning data acquisition apparatus and method for receiving, from each of a plurality of terminals, mixed data in which a plurality of pieces of learning data are mixed according to a mixing ratio, identifying the mixed data transmitted from each of the plurality of terminals according to an included label, and acquire re-mixed learning data for training a pre-stored learning model by re-mixing each identified label according to a re-mixing ratio configured in correspondence to the number of terminals having transmitted the mixed data, thereby enabling learning performance and security to be improved by re-mixing the mixed data transmitted from each of the plurality of terminals in a data mixing manner.


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Kim, Seong-Lyun. (2026). Multipath mixing-based learning data acquisition apparatus and method (U.S. Patent No. 12783890). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783890

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