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:
Jun. 23, 2026

Filed:

Nov. 11, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Phanwadee Sinthong, White Plains, NY (US);

Nam H. Nguyen, Pleasantville, NJ (US);

Arindam Jati, Bengaluru, IN;

Vijay Ekambaram, Chennai, IN;

Jayant R. Kalagnanam, Briarcliff Manor, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7747 (2022.01); G06V 10/764 (2022.01);
Abstract

A computer product and methodology is provided for supplying data domain datasets in machine training trials. A parameter code is decoded in a computer request for a training trial. The parameter code identifies a next dataset in a set of sample data stored in a first computer memory. The product and methodology further searches to determine whether the next dataset is available in a second computer memory. If the searching determines the next dataset is available in the second memory, then in response to the computer request for a training trial the next dataset that is available in the second memory is supplied. If, on the other hand, the searching determines the next dataset is not available in the second memory, then in response to the computer request for a training trial the next dataset sampled and preprocessed from the set of sample data is supplied.


Find Patent Forward Citations

Sinthong, Phanwadee. (2026). Hyperparameter optimization (U.S. Patent No. 12664766). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12664766

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

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