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:
Sep. 15, 2026
Filed:
Apr. 29, 2021
Applicant:
Nvidia Corporation, Santa Clara, CA (US);
Inventors:
Holger Reinhard Roth, Rockville, MD (US);
Yingda Xia, Baltimore, MD (US);
Daguang Xu, Potomac, MD (US);
Andriy Myronenko, San Mateo, CA (US);
Wenqi Li, London, GB;
Dong Yang, Pocatello, ID (US);
Assignee:
NVIDIA Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 18/214 (2023.01); G06N 3/047 (2023.01); H04L 67/00 (2022.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 18/214 (2023.01); G06N 3/047 (2023.01); H04L 67/10 (2013.01); H04L 67/34 (2013.01);
Abstract
Apparatuses, systems, and techniques to improve federated learning for neural networks. In at least one embodiment, a federated server dynamically selects neural network weights according to one or more learnable aggregation weights indicating a contribution from each of one or more edge devices or clients during federated training according to various characteristics of each edge device or client model and training data.