FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning.
Felix SattlerTim KorjakowRoman RischkeWojciech SamekPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- data sources
- data processing
- data analysis
- data collection
- training data
- data sets
- original data
- data structure
- background knowledge
- prior knowledge
- data quality
- high quality
- raw data
- learning systems
- computer systems
- data distribution
- supervised learning
- synthetic data
- statistical analysis
- unsupervised learning
- learning models
- databases
- database
- image data
- end users
- probabilistic model
- learning algorithm
- reinforcement learning
- active learning
- learning process
- high dimensional data
- bayesian methods
- data mining
- digital libraries
- training set
- distributed systems
- training examples
- training samples
- knowledge discovery
- input data
- data mining techniques