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:
Jun. 30, 2026
Filed:
Feb. 27, 2023
Dell Products L.p., Round Rock, TX (US);
Herberth Birck Fröhlich, Florianópolis, BR;
Paulo Abelha Ferreira, Rio de Janeiro, BR;
Vinicius Michel Gottin, Rio de Janeiro, BR;
Dell Products L.P., Round Rock, TX (US);
Abstract
Labelling in machine learning is disclosed. Assistant models are trained to generate the labelling behavior of corresponding labelers. When an observation is received, the label generated by the assistant model is compared to the user-generated label. If the labels are different, an ensemble operation is performed wherein multiple assistant models, each configured to mimic the labelling behavior of a different user, are used to resolve the conflict and determine a final label for the observation. Labels generated by the ensemble operation may be incorporated into retraining operations performed to retrain the assistant models.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile