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:
Feb. 17, 2026

Filed:

Aug. 25, 2022
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Paulo Abelha Ferreira, Rio de Janeiro, BR;

Adriana Bechara Prado, Niteroi, BR;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/01 (2023.01); G06F 18/241 (2023.01);
U.S. Cl.
CPC ...
G06N 5/01 (2023.01); G06F 18/241 (2023.01);
Abstract

One example method includes receiving a random forest classifier model that comprises a group of decision trees, wherein the random forest classifier model is created using a vertical federated framework, providing new observations, not included in a set of training observations, to a trained random forest classifier model, wherein the random forest classifier model is trained in the vertical federated framework, and wherein the training is performed using the set of training observations as input to the random forest classifier model, and generating, by the trained random forest classifier model, one or more diversity scores pertaining to the new observations.


Find Patent Forward Citations

Ferreira, Paulo. (2026). Vertical federated forest for diversity in machine learning (U.S. Patent No. 12554994). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12554994

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

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