One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them.
Saber SalehkaleybarArsalan Sharif-NassabS. Jamaloddin GolestaniPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- learning algorithm
- theoretical analysis
- noise tolerant
- times faster
- computational complexity
- supervised learning
- computationally efficient
- orders of magnitude
- prior knowledge
- learning models
- data mining techniques
- online learning
- training data
- learning systems
- learning tasks
- incremental learning
- learning problems
- automatically learned
- data mining algorithms
- benchmark datasets
- knowledge acquisition
- computational cost
- learning process
- image segmentation