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:
Apr. 21, 2026

Filed:

Dec. 22, 2021
Applicant:

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

Inventors:

Ohad Arnon, Beit-Nir, IL;

Dany Shapiro, Alfei Menashe, IL;

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/088 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 3/08 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/045 (2023.01);
Abstract

A method and system for implementing superseded federated learning. Superseded federated learning may entail a novel, performance-efficient federated learning technique designed to further decouple multiparty dependency on one another, as well as any third-parties, while collaborating in multiparty computations. Specifically, unlike any current federated learning methodology, superseded federated learning eliminates the complex and often inefficient coordination amongst parties, as well as removes third-party participation, during the classification or prediction inference phase of multiparty collaborations.


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