Federated Multi-Task Learning

Virginia Smith, Chao-Kai Chiang, Maziar Sanjabi, Ameet S. Talwalkar

Neural Information Processing Systems 

Federated learning poses new statistical and systems challenges in training machine learning models over distributed networks of devices.