Mitigating Data Heterogeneity in Federated Learning with Data Augmentation.
Artur Back de LucaGuojun ZhangXi ChenYaoliang YuPublished in: CoRR (2022)
Keyphrases
- data sets
- training data
- synthetic data
- learning algorithm
- high dimensional data
- statistical analysis
- database
- data collection
- data processing
- data sources
- original data
- learning systems
- probability distribution
- high quality
- machine learning
- social media
- xml documents
- learning process
- supervised learning
- data mining techniques
- mobile devices
- data analysis
- knowledge base
- data mining
- attribute values
- microarray
- databases
- noisy data
- data quality