ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning.
Laizhong CuiXiaoxin SuYipeng ZhouLei ZhangPublished in: GLOBECOM (2020)
Keyphrases
- adaptive learning
- neural network
- data sets
- learning algorithm
- learning process
- unsupervised learning
- information bottleneck
- fuzzy clustering
- learning problems
- learning tasks
- clustering method
- online learning
- active learning
- prior knowledge
- k means
- digital libraries
- supervised learning
- probabilistic model
- information theoretic
- data clustering
- spectral clustering
- learning community
- reinforcement learning
- learning capabilities
- machine learning