Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling.
Sourav KumarA. LakshminarayananKen ChangFeri GuretnoIvan Ho MienJayashree Kalpathy-CramerPavitra KrishnaswamyPraveer SinghPublished in: DeCaF/FAIR@MICCAI (2022)
Keyphrases
- data sets
- data sources
- learning process
- learning algorithm
- raw data
- synthetic data
- data collection
- database
- background knowledge
- data analysis
- end users
- supervised learning
- learning systems
- prior knowledge
- information technology
- reinforcement learning
- active learning
- input data
- cloud computing
- statistical analysis
- labeled data
- digital libraries
- domain experts
- information systems
- big data
- stored data