Towards Federated Learning: Robustness Analytics to Data Heterogeneity.
Jia QianXenofon FafoutisLars Kai HansenPublished in: CoRR (2020)
Keyphrases
- data sets
- big data
- data analysis
- raw data
- prior knowledge
- image data
- data points
- synthetic data
- data distribution
- data sources
- data structure
- learning analytics
- high quality
- statistical analysis
- data collection
- data mining techniques
- learning systems
- online learning
- probability distribution
- learning process
- data processing
- database
- small number
- business intelligence
- end users
- background knowledge
- data model
- original data
- digital libraries
- data mining methods
- bayesian networks
- learning models
- distributed data