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:
Oct. 27, 2026

Filed:

Dec. 22, 2022
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Renee Gill, New York, NY (US);

Joshua Edwards, Philadelphia, PA (US);

Kathryn Tikoian, South Orange, NJ (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/045 (2023.01); G06N 3/09 (2023.01); H04L 41/0631 (2022.01); H04L 51/02 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 3/045 (2023.01); G06N 3/09 (2023.01); H04L 41/0631 (2013.01); H04L 51/02 (2013.01);
Abstract

In some aspects, a computing system may identify a feature that can be used to distinguish between data that is more likely to be representative of the target population. A computing system may identify a feature in a dataset where a first value of the feature is associated with a higher likelihood that a corresponding sample is not a member of the target population. Due to the differences between samples that have the first value and samples that have the second value, the computing system may determine that samples with the first value are less likely to be members of the target population or samples with the second value are more likely to be members of the target population. The computing system may determine that a training dataset should be generated using samples that have the second value.


Find Patent Forward Citations

Gill, Renee. (2026). Systems and methods for training a machine learning model to confirm results of event detection (U.S. Patent No. 12777049). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12777049

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

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