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. 14, 2024

Filed:

May. 02, 2022
Applicant:

Naver Corporation, Gyeonggi-do, KR;

Inventors:

Nikolaos Lagos, Grenoble, FR;

Ioan Calapodescu, Grenoble, FR;

JinHee Lee, Seoul, KR;

Salah Ait-Mokhtar, MontBonnot-Saint-Martin, FR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 16/28 (2019.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06N 5/022 (2013.01);
Abstract

There is disclosed a method for using a computer to enable correction of misclassified labels in a database. The computer initially applies a dataset (including labels pointing respectively to categories) to a first classifier, which includes a first loss function. Pursuant to the initial application, the computer determines that one or more labels have been misclassified. Responsive to such determination, the computer changes the first loss function to a second loss function to form a second classifier including the second loss function. The computer then applies the dataset to the second classifier for enabling correction of the one or more misclassified labels.


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