Tackling Data Heterogeneity in Federated Learning with Class Prototypes.
Yutong DaiZeyuan ChenJunnan LiShelby HeineckeLichao SunRan XuPublished in: AAAI (2023)
Keyphrases
- data sets
- raw data
- prior knowledge
- experimental data
- training data
- data points
- learning algorithm
- image data
- high quality
- sensor data
- data sources
- data collection
- data analysis
- inductive inference
- background knowledge
- statistical analysis
- knowledge acquisition
- human experts
- data processing
- data quality
- supervised learning
- knowledge discovery
- reinforcement learning
- noisy data
- learning models
- database
- distributed data
- training examples
- information sources
- online learning
- active learning
- training set
- social networks