FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning.
Elnur GasanovAhmed KhaledSamuel HorváthPeter RichtárikPublished in: AISTATS (2022)
Keyphrases
- empirical studies
- learning algorithm
- online learning
- computationally expensive
- supervised learning
- prior knowledge
- significant improvement
- straight forward
- discriminative learning
- computationally intensive
- learning models
- learning tasks
- computationally costly
- machine learning
- neural nets
- human experts
- learning problems
- learning systems
- benchmark datasets
- machine learning algorithms
- knowledge acquisition
- computational cost
- reinforcement learning