Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data.
Sabri BoughorbelFethi JarrayNeethu VenugopalShabir MoosaHaithum ElhadiMichel MakhloufPublished in: CoRR (2019)
Keyphrases
- data sources
- training data
- data sets
- data processing
- probability distribution
- prior knowledge
- data analysis
- distributed data
- learning process
- image data
- uncertain data
- data distribution
- background knowledge
- heterogeneous data
- original data
- database
- data collection
- statistical analysis
- sensitive information
- federated databases
- learning tasks
- spatial data
- high dimensional data
- cloud computing
- data mining techniques
- supervised learning
- data points
- digital libraries
- data structure
- multi agent
- machine learning