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:
Mar. 31, 2026
Filed:
Sep. 18, 2024
Dell Products L.p., Round Rock, TX (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
A method for address validation includes obtaining, by a data system, two entity datasets, wherein each of the two entity datasets comprises data for a plurality of entities, in response to obtaining the two entity datasets, performing a data distillation on the two entity datasets to obtain an optimized dataset, performing a mutual information maximization on the optimized dataset and the two entity datasets to obtain a maximized dataset, obtaining an input address to be validated, performing an address validation on the input address using a validation model and the maximized dataset to obtain a validation result, performing a conformal prediction on the input address using a conformal prediction model to obtain a confidence score of the validation result, and updating the validation model based on the confidence score, the validation result, and the input address to obtain an updated validation model.