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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.:

US 12554796 B1

PDFFull Text
Date of Patent:
Feb. 17, 2026

Filed:

May. 28, 2021

Optimizing parameter estimation for training neural networks

Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Daguang Xu, Potomac, MD (US);

Holger Reinhard Roth, Rockville, MD (US);

Dong Yang, Pocatello, ID (US);

Andriy Myronenko, San Francisco, CA (US);

Ali Hatamizadeh, Los Angeles, CA (US);

Vishwesh Nath, Nashville, TN (US);

Anas Zainul Abidin, Fort Lee, NJ (US);

Assignee:

NVIDIA Corporation, Santa Clara, CA (US);

Attorney:

Davis Wright Tremaine LLP

Primary Examiner:

Michael S Osinski

Int. Cl.
CPC ...
G06F 18/22 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06V 10/75 (2022.01); G16H 30/20 (2018.01);
U.S. Cl.
CPC ...
G06F 18/22 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/751 (2022.01); G16H 30/20 (2018.01);
Abstract

Apparatuses, systems, and techniques estimate parameters to train one or more neural networks based on uniqueuss of training data. In at least one embodiment, a subset of training data is selected and used to estimate parameters to train one or more neural networks, based on, for example, uniqueness of training data.

Find Patent Forward Citations

Xu, Daguang. (2026). Optimizing parameter estimation for training neural networks (U.S. Patent No. 12554796). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12554796

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

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