FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning.
Elnur GasanovAhmed KhaledSamuel HorváthPeter RichtárikPublished in: CoRR (2021)
Keyphrases
- empirical studies
- learning process
- significant improvement
- neural network
- straight forward
- learning algorithm
- active learning
- neural nets
- qualitative and quantitative
- computationally expensive
- knowledge acquisition
- statistically sound
- learning models
- learning systems
- machine learning algorithms
- benchmark datasets
- machine learning methods
- online learning
- learning tasks
- human experts
- distributed systems
- supervised learning
- multi class
- computationally intensive
- machine learning
- automatically learned
- computationally costly
- data sets