Xue H Yang

US Patent:

20190050683, Feb 14, 2019

Filed:

Sep 28, 2018

Appl. No.:

16/146860

Inventors:

- Santa Clara CA, US
Florence Pon - Folsom CA, US
Naissa Conde - San Jose CA, US
Xue Yang - San Jose CA, US
Wei Yee Koay - Bayan Lepas, MY

International Classification:

G06K 9/62
G06N 3/08
G06F 15/18
G06F 21/62

Abstract:

Edge devices utilizing personalized machine learning and methods of operating the same are disclosed. An example edge device includes a model accessor to access a first machine learning model from a cloud service provider. A local data interface is to collect local user data. A model trainer is to train the first machine learning model to create a second machine learning model using the local user data. A local permissions data store is to store permissions indicating constraints on the local user data with respect to sharing outside of the edge device. A permissions enforcer is to apply permissions to the local user data to create a sub-set of the local user data to be shared outside of the edge device. A transmitter is to provide the sub-set of the local user data to a public data repository.