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. 19, 2026

Filed:

Sep. 14, 2022
Applicant:

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

Inventor:

Pei Yang, Austin, TX (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/906 (2019.01); G06N 3/084 (2023.01); G06N 5/01 (2023.01); G06Q 20/40 (2012.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06F 16/906 (2019.01); G06N 5/01 (2023.01); G06Q 20/4016 (2013.01);
Abstract

A method is disclosed. The method includes receiving a training dataset including a set of training samples. The method then includes obtaining a first parameter value and a second parameter value. After the parameters are determined, the training dataset can be fed into a machine learning model to train the machine learning model using a neighborhood-specific loss function. The method can then include receiving a second dataset including a set of second samples. Each second sample can then be input into the trained machine learning model to determine a prediction score for each second sample, and the prediction scores can form a bimodal distribution centered around the first parameter and the second parameter.


Find Patent Forward Citations

Yang, Pei. (2026). Neighborhood-specific loss for correcting score distribution distortion (U.S. Patent No. 12632730). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12632730

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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