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:
Jul. 28, 2026
Filed:
Jul. 22, 2022
Capital One Services, Llc, McLean, VA (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
A method includes sending a data selection parameter to a client computing device, wherein the client computing device stores a distributed instance of a machine learning model, and the machine learning model includes at least a first subset of parameters and a second subset of parameters. In response to a determination that a transmission criterion is satisfied, the client computing device is caused to report the first subset of parameters based on the data selection parameter. The method further comprises obtaining the parameters of the first subset of parameters of the distributed instance from the client computing device and updating the federated learning model based on the first subset of parameters of the distributed instance from the client computing device.