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:
Jun. 16, 2026

Filed:

Apr. 25, 2022
Applicant:

Visa International Service Association, San Francisco, CA (US);

Inventors:

Peng Wu, College Station, TX (US);

Dan Wang, Austin, TX (US);

Yiwei Cai, Mercer Island, WA (US);

Assignee:

Visa International Service Association, San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 18/2415 (2023.01); G06N 3/042 (2023.01); G06N 3/045 (2023.01); G06N 3/0475 (2023.01); G06N 3/08 (2023.01); G06N 3/0895 (2023.01); G06N 3/09 (2023.01); G06N 3/094 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 18/2415 (2023.01);
Abstract

Disclosed are systems for determining uncertainty from a deep learning classification model. A system for determining uncertainty from a deep learning classification model may include at least one processor programmed or configured to determine a classification for an input based on a deep learning classification model, generate an uncertainty score for the classification, determine whether the uncertainty score satisfies a threshold, in response to determining that the uncertainty score satisfies the threshold, determine an automated action based on a decision model, and in response to determining that the uncertainty score does not satisfy the threshold, determine the automated action based on at least one predefined rule. Methods and computer program products are also disclosed.


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