Federated Learning: Challenges, Methods, and Future Directions.

Tian Li Anit Kumar Sahu Ameet Talwalkar Virginia Smith

Published in: IEEE Signal Process. Mag. (2020)

Keyphrases

future directions
lessons learned
learning algorithm
empirical studies
open questions
reinforcement learning
preprocessing
online learning
machine learning methods
human experts
learning process
significant improvement
data streams
learning systems
learning tasks
multimedia
neural network