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. 02, 2025
Filed:
Mar. 22, 2022
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Kevin Perkins, Champaign, IL (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
A device may receive a structured dataset, a feature of the structured dataset, and a protected categorical dimension of the structured dataset, and may stratify the structured dataset into subsets by filtering the structured dataset based on the protected categorical dimension. The device may apply a quantile transform to data of the subsets, associated with the feature, to generate transformed subsets, and may combine the transformed subsets to generate a final dataset. The device may generate a training dataset for a machine learning model based on the final dataset, and may train the machine learning model with the training dataset to generate a trained machine learning model.