Patent · US Active

System and method for incremental training of machine learning models in artificial intelligence systems, including incremental training using analysis of network identity graphs

US11295241B1 · kind B1 · utility

21Cited by

34References

12Claims

0Family size

Assignee

SAILPOINT TECHNOLOGIES, INC. · US

Inventors

Mohamed M. Badawy · Round Rock, US
Rajat Kabra · Austin, US
Jostine Fei Ho · Austin, US

Key dates

Filing date	Feb 19, 2021
Grant date	Apr 5, 2022
Priority date	—
Expiry date	Feb 19, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N5/01
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems and methods for embodiments of incremental training of machine learning model in artificial intelligence systems are disclosed. Specifically, embodiments of incremental training of machine learning models using drift detection models are disclosed, including embodiments that utilize drift detection models to determine drift based on identity graphs in artificial intelligence identity management systems.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.