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. 12, 2026
Filed:
Jun. 28, 2022
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Jiang Bo Kang, Xian, CN;
Yao Dong Liu, Xian, CN;
Jun Wang, Xian, CN;
Dong Hai Yu, Xian, CN;
Bo Song, Xian, CN;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06N 5/022 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06N 5/04 (2013.01);
Abstract
A method, system, and computer program product for self-learning reference mechanisms for model selection in AutoAI. The method identifies a set of data summary statistics within a data set. A data pattern group is identified within the set of data summary statistics. The data pattern group is determined to be mature. A model selection acceleration mechanism (MSAM) model is generated based on the data pattern group. The method predicts a set of top-k models for the data set based on the MSAM model.