Tackling the Unlimited Staleness in Federated Learning with Intertwined Data and Device Heterogeneities.
Haoming WangWei GaoPublished in: CoRR (2023)
Keyphrases
- data sets
- data sources
- data collection
- prior knowledge
- image data
- synthetic data
- database
- learning process
- data distribution
- training data
- data quality
- active learning
- statistical analysis
- background knowledge
- small number
- data mining techniques
- data points
- learning systems
- data acquisition
- machine learning
- online learning
- probability distribution
- human experts
- feature selection
- learning models
- sensor data
- learning tasks
- federated databases
- reinforcement learning
- data mining
- high dimensional data
- search engine
- end users
- data model
- bayesian networks
- data analysis