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.
Patent No.:
Date of Patent:
May. 26, 2026
Filed:
Sep. 27, 2021
At&t Intellectual Property I, L.p., Atlanta, GA (US);
Cuong Vo, Sachse, TX (US);
Jeremy Fix, Acworth, GA (US);
Jeffrey Dix, Rowlett, TX (US);
Eric Zavesky, Austin, TX (US);
Abhay Dabholkar, Allen, TX (US);
Rudolph Mappus, Plano, TX (US);
James Pratt, Round Rock, TX (US);
AT&T Intellectual Property I, L.P., Atlanta, GA (US);
Abstract
A method performed by a processing system including at least one processor includes defining a proposal for a proposed machine learning model, identifying an existing machine learning model, where the existing machine learning model shares a similarity with the proposed machine learning model, evaluating a fitness of the existing machine learning model for reuse in building the proposed machine learning model, building a new machine learning model that is consistent with the proposal for the proposed machine learning model by reusing a portion of the existing machine learning model, and monitoring a performance of the new machine learning model in a deployment environment.