Federated Learning: Challenges, Methods, and Future Directions.
Tian LiAnit Kumar SahuAmeet TalwalkarVirginia SmithPublished in: CoRR (2019)
Keyphrases
- future directions
- lessons learned
- significant improvement
- learning algorithm
- learning process
- real world
- current challenges
- preprocessing
- neural network
- learning tasks
- active learning
- supervised learning
- online learning
- learning environment
- machine learning
- design principles
- current status
- current trends
- computational challenges