Lower Bounds and Optimal Algorithms for Personalized Federated Learning.
Filip HanzelySlavomír HanzelySamuel HorváthPeter RichtárikPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- lower bound
- worst case
- learning process
- supervised learning
- learning models
- learning tasks
- adaptive learning
- computational complexity
- noise tolerant
- computationally efficient
- learning systems
- upper bound
- online algorithms
- data structure
- exhaustive search
- online learning
- inductive inference
- regret bounds
- error bounds
- context aware
- optimization problems
- active learning
- learning environment
- e learning