Federated Learning Aggregation: New Robust Algorithms with Guarantees.
Adnan Ben MansourGaia CareniniAlexandre DuplessisDavid NaccachePublished in: ICMLA (2022)
Keyphrases
- learning algorithm
- computationally efficient
- learning process
- noise tolerant
- orders of magnitude
- knowledge acquisition
- neural network
- active learning
- parameter tuning
- reinforcement learning
- learning community
- learning analytics
- learning problems
- inductive inference
- significant improvement
- learning systems
- data sets
- learning tasks
- times faster
- lower bound
- benchmark datasets
- theoretical analysis
- genetic algorithm
- supervised learning
- prior knowledge
- data structure