Enabling On-Device Training of Speech Recognition Models with Federated Dropout

Dhruv Guliani, Lillian Zhou, Changwan Ryu +5

Federated learning can be used to train machine learning models on the edge on local data that never leave devices, providing privacy by default. This presents a challenge pertaini…