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. 06, 2026

Filed:

Jul. 14, 2022
Applicant:

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

Inventors:

Paulo Abelha Ferreira, Rio de Janeiro, BR;

Vinicius Michel Gottin, Rio de Janeiro, BR;

Pablo Nascimento Da Silva, Niteroi, BR;

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 5/022 (2013.01);
Abstract

Model assessment is disclosed. When a model operates, tuples are transmitted to a central node. The central node can process the tuples received from multiple nodes to generate an efficiency score for the model. The efficiency score reflects how the inference of the model correlates to operator actions. Models whose assessment is below a threshold score may be retrained at least for certain classes.


Find Patent Forward Citations

Ferreira, Paulo. (2026). Automatic assessment of unsupervised models via trust scoring in unsupervised edge domains (U.S. Patent No. 12755170). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755170

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

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