Federated Learning on Non-iid Data via Local and Global Distillation.
Xiaolin ZhengSenci YingFei ZhengJianwei YinLongfei ZhengChaochao ChenFengqin DongPublished in: ICWS (2023)
Keyphrases
- data sets
- prior knowledge
- data processing
- learning algorithm
- synthetic data
- database
- learning process
- data sources
- data collection
- image data
- data analysis
- digital libraries
- data points
- knowledge discovery
- training data
- statistical analysis
- supervised learning
- human experts
- learning models
- learning systems
- computer systems
- background knowledge
- data mining techniques
- probability distribution
- data mining
- online learning
- small number
- data structure
- missing data
- decision trees
- learning tasks
- machine learning
- raw data
- data quality