Patent №
US 7,103,584
Granted
2006-09-05
Filed 2002
Owner
RICOH COMPANY, LTD.
Lab
—
AI components
5
ml · vision · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
10192964
An online Gaussian mixture learning model for dynamic data utilizes an adaptive learning rate schedule to achieve fast convergence while maintaining adaptability of the model after convergence. Experimental results show an unexpectedly dramatic improvement in modeling accuracy using an adaptive learning schedule.
AI classification
Machine learning1.00
Vision1.00
Planning0.99
Evolutionary computation0.97
AI hardware0.95
Natural language0.08
Knowledge representation0.01
Speech0.00
Ownership
RICOH COMPANY, LTD.
assignment · 131020381
Assignors
LEE, DAR-SHYANG
On an employer assignment, the assignors are typically the inventors.
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