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:
Oct. 07, 2025
Filed:
Dec. 15, 2022
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Thanh Lam Hoang, Maynooth, IE;
Gabriele Picco, Dublin, IE;
Lam Minh Nguyen, Ossining, NY (US);
Dzung Tien Phan, Pleasantville, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/21 (2019.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/211 (2019.01); G06F 16/2282 (2019.01); G06N 20/00 (2019.01);
Abstract
A method, computer program product and system are provided for feature engineering and synthetic data generation. A processor retrieves a plurality of data tables, where the plurality of data tables are heterogeneous in format and content. A processor trains a variational auto-encoder (VAE) model on the plurality of data tables. A processor receives an input data table. A processor generates a synthetic data table based on the input data table and the trained VAE model.