Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment.
Felix WagnerZeju LiPramit SahaKonstantinos KamnitsasPublished in: CoRR (2023)
Keyphrases
- previously learned
- data sets
- data analysis
- prior knowledge
- data sources
- image data
- raw data
- learning tasks
- data collection
- data points
- neural network
- multiple sources
- missing data
- knowledge discovery
- database
- digital libraries
- learning systems
- training data
- databases
- data quality
- human experts
- spatial data
- distributed data
- multi source
- data mining
- learning algorithm
- end users
- background knowledge
- reinforcement learning
- data processing
- active learning