FedProf: Optimizing Federated Learning with Dynamic Data Profiling.
Wentai WuLigang HeWeiwei LinRui MaoChenlin HuangWei SongPublished in: CoRR (2021)
Keyphrases
- data sources
- prior knowledge
- training data
- database
- data processing
- data sets
- learning algorithm
- data collection
- high quality
- data structure
- experimental data
- knowledge discovery
- background knowledge
- synthetic data
- online learning
- data distribution
- raw data
- learning process
- noisy data
- distributed data
- hidden variables
- spatial data
- sensor data
- high dimensional data
- input data
- small number
- image data
- active learning
- databases