Patent · US Active

Providing custom machine-learning models

US11475370B2 · kind B2 · utility

0Cited by

3References

20Claims

0Family size

Assignee

MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

Jonathan Daniel Keech · Kirkland, US
Kesavan Shanmugam · Redmond, US
Simon Calvert · Sammamish, US
Mark Alistair WILSON-THOMAS · Mercer Island, US
Vivian Julia LIM · Redmond, US

Key dates

Filing date	Nov 29, 2018
Grant date	Oct 18, 2022
Priority date	—
Expiry date	Aug 19, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06F8/436
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Providing custom machine learning models to client computer systems. Multiple machine learning models are accessed. Client-specific data for multiple client computer systems are also accessed. For each of at least some of the client computer systems, performing the following actions: First, using the corresponding client-specific data for the corresponding client computer system to determine which subset of the multiple machine learning models is applicable to the corresponding client computer system. The subset of the multiple machine learning models includes more than one of the multiple machine learning models. Then, aggregating the determined subset of the multiple machine learning models to generate an aggregated subset of machine learning models that is customized to the corresponding client computer system.

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