Mode Connectivity and Data Heterogeneity of Federated Learning.
Tailin ZhouJun ZhangDanny H. K. TsangPublished in: CoRR (2023)
Keyphrases
- data collection
- data sets
- distributed data
- training data
- database
- data sources
- data analysis
- small number
- statistical analysis
- data processing
- prior knowledge
- learning process
- end users
- neural network
- image data
- noisy data
- high quality
- raw data
- previously learned
- learned models
- data objects
- original data
- human experts
- background knowledge
- missing data
- synthetic data
- learning algorithm
- computer systems
- feature selection
- sensor networks
- reinforcement learning
- probability distribution
- data structure
- active learning