Federated Learning with Extreme Label Skew: A Data Extension Approach.
Saheed A. TijaniXingjun MaRan ZhangFrank JiangRobin DossPublished in: IJCNN (2021)
Keyphrases
- data sets
- learning algorithm
- synthetic data
- data sources
- raw data
- training data
- high quality
- statistical analysis
- prior knowledge
- database
- data processing
- original data
- data collection
- digital libraries
- input data
- active learning
- data analysis
- data quality
- data mining
- distributed data
- end users
- databases
- background knowledge
- class labels
- learning systems
- data structure
- high dimensional data
- training examples
- unsupervised learning
- computer systems
- knowledge acquisition