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:
Aug. 12, 2025
Filed:
Dec. 31, 2021
International Business Machines Corporation, Armonk, NY (US);
Brian Leo Quanz, Yorktown Heights, NY (US);
Pavithra Harsha, Pleasantville, NY (US);
Dhruv Shah, New York, NY (US);
Mahesh Ramakrishna, East Brunswick, NJ (US);
Ali Koc, White Plains, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A processor may estimate uncensored demand from historical supply chain data. The processor may ingest historical data. The processor may convert the historical data to a dataset of multiple time series corresponding to sales for different products and locations and channels across multiple time points that is usable by an uncensored demand estimation machine learning model. The processor may train the uncensored demand estimation machine learning model by applying optimization solver techniques for deep learning.