Patent · US Active

Enhanced drift remediation with causal methods and online model modification

US11928011B2 · kind B2 · utility

1Cited by

0References

17Claims

0Family size

Assignee

Dell Products L.P. · US

Inventors

Said Tabet · Natick, US
Jeffery White · Dearborn, US
George Currie · Austin, US
Xin Ma · Qingdao, CN

Key dates

Filing date	Oct 22, 2021
Grant date	Mar 12, 2024
Priority date	—
Expiry date	Jul 27, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06V10/776
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Embodiments of systems and methods for enhanced drift remediation with causal methods and online model modification are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: detect drift in an Artificial Intelligence (AI) or Machine Learning (ML) model configured to make a prediction or a causal reasoning graphical or structural inference based upon input data, identify a root cause of the drift, and tag the input data with an indication of the root cause.

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