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:
Sep. 22, 2026

Filed:

Mar. 08, 2023
Applicant:

Jpmorgan Chase Bank, N.a., New York, NY (US);

Inventors:

Luhao Zhang, Manor, TX (US);

Mohsen Ghassemi, Jersey City, NJ (US);

Ivan Brugere, Palo Alto, CA (US);

Niccolo Dalmasso, Long Island City, NY (US);

Alan Mishler, Pittsburgh, PA (US);

Vamsi Krishna Potluru, New York, NY (US);

Tucker Richard Balch, Suwanee, GA (US);

Manuela Veloso, New York, NY (US);

Assignee:

JPMORGAN CHASE BANK, N.A., New York, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

A method and a system for obtaining conditional demographic parity in the construction of a data-driven model are provided. The method includes: identifying features associated with the model; determining a first joint distribution of model outputs and a feature based on a first level of a particular one of the features and a second joint distribution of model outputs and a feature based on a second level of the particular feature; computing a bi-causal transport distance between the first joint distribution and the second joint distribution; computing a regularizer based on the bi-causal transport distance; and applying the regularizer to the model.


Find Patent Forward Citations

Zhang, Luhao. (2026). Method and system for obtaining conditional demographic parity through optimal transport in data-driven model (U.S. Patent No. 12743659). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12743659

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

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