Patent · US Active

Systems and methods for machine learning based modeling

US11604984B2 · kind B2 · utility

2Cited by

0References

17Claims

0Family size

Assignee

Shanghai United Imaging Intelligence Co., Ltd. · CN

Inventors

Abhishek Sharma · Mountain View, US
Arun Innanje · Lexington, US
Ziyan Wu · Lexington, US
Shanhui Sun · Princeton, US
Terrence Chen · Princeton, US

Key dates

Filing date	Nov 18, 2019
Grant date	Mar 14, 2023
Priority date	—
Expiry date	Jul 23, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N7/01
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A system comprising a first computing apparatus in communication with multiple second computing apparatuses. The first computing apparatus may obtain a plurality of first trained machine learning models for a task from the multiple second computing apparatuses. At least a portion of parameter values of the plurality of first trained machine learning models may be different from each other. The first computing apparatus may also obtain a plurality of training samples. The first computing apparatus may further determine, based on the plurality of training samples, a second trained machine learning model by learning from the plurality of first trained machine learning models.

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