HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning.
Xinting LiaoWeiming LiuChaochao ChenPengyang ZhouHuabin ZhuYanchao TanJun WangYue QiPublished in: CoRR (2023)
Keyphrases
- data sources
- learning algorithm
- data quality
- prior knowledge
- database
- data processing
- data collection
- statistical analysis
- image data
- experimental data
- learning process
- human experts
- raw data
- learning models
- data structure
- high quality
- training data
- synthetic data
- machine learning
- online learning
- data analysis
- input data
- probability distribution
- spatial data
- active learning
- data distribution
- query processing
- digital libraries
- data streams
- learned models
- data exploration