Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices

Mingbin Xu, Congzheng Song, Ye Tian +10

Federated Learning (FL) is a technique to train models using data distributed across devices. Differential Privacy (DP) provides a formal privacy guarantee for sensitive data. Our…