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:
Feb. 10, 2026
Filed:
Jan. 05, 2022
Dell Products L.p., Round Rock, TX (US);
Zijia Wang, WeiFang, CN;
Jiacheng Ni, Shanghai, CN;
Wenbin Yang, Shanghai, CN;
Kenneth Durazzo, Morgan Hill, CA (US);
Zhen Jia, Shanghai, CN;
Dell Products L.P., Round Rock, TX (US);
Abstract
Label inheritance techniques are disclosed for soft label generation in an information processing system that uses machine learning. For example, a method generates at least one label for a given data instance from a training data set useable to train a machine learning-based model. The at least one label is generated by assigning one or more labels associated with one or more ancestors of the data instance such that the data instance inherits the one or more labels associated with the one or more ancestors as the at least one label.