Federated Learning under Partially Disjoint Data via Manifold Reshaping.
Ziqing FanJiangchao YaoRuipeng ZhangLingjuan LyuYanfeng WangYa ZhangPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- synthetic data
- data sets
- image data
- data sources
- data quality
- raw data
- prior knowledge
- data analysis
- learning process
- database
- original data
- human experts
- learning systems
- data collection
- pairwise
- low dimensional
- input data
- probability distribution
- background knowledge
- data points
- learning algorithm
- statistical analysis
- training data
- databases
- high dimensional data
- social networks
- knowledge discovery
- knowledge acquisition
- data processing
- dimensionality reduction
- principal component analysis
- small number