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:
Apr. 14, 2026
Filed:
Nov. 30, 2022
Applicant:
Zscaler, Inc., San Jose, CA (US);
Inventors:
Dianhuan Lin, Sunnyvale, CA (US);
Miao Zhang, Palo Alto, CA (US);
Shaleen Taneja, Faridabad, IN;
Rex Shang, Los Altos, CA (US);
Howie Xu, Palo Alto, CA (US);
Assignee:
Zscaler, Inc., San Jose, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/21 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 18/217 (2023.01); G06N 20/00 (2019.01);
Abstract
Systems and methods for learning from mistakes to improve detection rates of Machine Learning (ML) models. The systems and methods including receiving data with labels; running the data through a trained ML model for predictions; identifying errors in the predictions based on the labels received with the data; adjusting weights associated with samples in the data based on the identified errors; and retraining the ML model with the adjusted weights.