Effective and Efficient Federated Tree Learning on Hybrid Data.
Qinbin LiChulin XieXiaojun XuXiaoyuan LiuCe ZhangBo LiBingsheng HeDawn SongPublished in: ICLR (2024)
Keyphrases
- data sets
- learning systems
- background knowledge
- raw data
- database
- learning tasks
- data analysis
- experimental data
- data points
- prior knowledge
- data sources
- synthetic data
- statistical analysis
- probability distribution
- learning process
- high quality
- training data
- machine learning
- data distribution
- hidden variables
- data mining techniques
- high dimensional data
- data collection
- supervised learning
- mobile devices
- data structure
- databases
- labeled data
- data streams
- original data
- data quality
- hybrid learning