HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning.
Xinting LiaoWeiming LiuChaochao ChenPengyang ZhouHuabin ZhuYanchao TanJun WangYue QiPublished in: IJCAI (2023)
Keyphrases
- prior knowledge
- data analysis
- data sets
- experimental data
- raw data
- learning process
- data collection
- original data
- digital libraries
- human experts
- database
- data processing
- learning models
- hidden variables
- small number
- spatial data
- learning systems
- synthetic data
- online learning
- image data
- knowledge discovery
- data points
- learning algorithm
- neural network
- background knowledge
- probability distribution
- learning tasks
- active learning
- data structure
- reinforcement learning
- bayesian methods