Huawei Technologies Co

How Devices Securely Share Machine Learning Model Updates

This patent describes a method for multiple devices to train a machine learning model using their own data and then securely share parts of the trained model with each other before sending it to a central server, improving data privacy.

How AI Learns Better by Understanding Connections

This patent describes a method for artificial intelligence to learn more effectively by first creating a 'structure graph' that maps relationships in its world, then using a 'graph neural network' to make smarter decisions based on that map.

Adapting AI Models to Fit Device Resources

This patent describes how a computer system can automatically shrink a large artificial intelligence model, specifically a "transformer" type, to fit the available computing power of a phone or other device.