Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment.
Felix WagnerZeju LiPramit SahaKonstantinos KamnitsasPublished in: MLMI@MICCAI (2) (2023)
Keyphrases
- data sets
- previously learned
- data analysis
- data sources
- prior knowledge
- background knowledge
- learning process
- data mining techniques
- raw data
- data processing
- training data
- data structure
- database
- input data
- multiple sources
- learning models
- learning algorithm
- active learning
- real time
- distributed data
- multi source
- data quality
- human experts
- data distribution
- decision trees
- missing data
- data collection
- knowledge discovery
- end users