Splitting Algorithms for Federated Learning.
Saber MalekmohammadiKiarash ShaloudegiZeou HuYaoliang YuPublished in: PKDD/ECML Workshops (1) (2021)
Keyphrases
- learning algorithm
- learning tasks
- data structure
- learning systems
- learning process
- worst case
- learning rules
- noise tolerant
- neural network
- significant improvement
- unsupervised learning
- theoretical analysis
- active learning
- reinforcement learning
- times faster
- combinatorial optimization
- incremental learning
- automatically learned
- learning scheme
- statistical queries
- learning problems
- orders of magnitude
- machine learning algorithms
- online learning
- computational cost
- computational complexity