Towards Federated Learning with Attention Transfer to Mitigate System and Data Heterogeneity of Clients.
Hongrui ShiValentin RaduPublished in: EdgeSys@EuroSys (2021)
Keyphrases
- data collection
- prior knowledge
- original data
- raw data
- data sources
- data structure
- database
- data analysis
- distributed data
- learning algorithm
- data sets
- knowledge discovery
- image data
- data mining techniques
- experimental data
- hidden variables
- information transfer
- human experts
- computer systems
- online learning
- training data
- databases
- statistical analysis
- high dimensional data
- synthetic data
- learning systems
- background knowledge
- knowledge acquisition
- end users
- active learning
- data quality
- reinforcement learning