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:
Mar. 03, 2026

Filed:

Jan. 28, 2021
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Wei Wang, Fremont, CA (US);

Jingxian Liao, San Jose, CA (US);

Zhicheng Xue, Union City, CA (US);

Anthony Hiotong Wong Lei, San Mateo, CA (US);

Assignee:

Intuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/22 (2019.01); G06F 16/25 (2019.01); G06N 5/04 (2023.01); G06Q 40/03 (2023.01); G06Q 30/018 (2023.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/2246 (2019.01); G06F 16/25 (2019.01); G06N 5/04 (2013.01); G06Q 40/03 (2023.01); G06Q 30/0185 (2013.01); H04L 63/08 (2013.01);
Abstract

A method including training, using accepted data having known labels, an untrained prediction model to generate a trained prediction model. The method also includes generating, using the trained prediction model, predicted labels for unknown data. The method also includes generating, using a confidence model, confidence scores for the predicted labels. The method also includes selecting, using the confidence scores, a subset of the unknown data and confident labels. The confident labels include ones of the predicted labels for the subset of the unknown data. The method also includes training, using the subset of the unknown data and the confident labels, the trained prediction model to generate an updated prediction model.


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