Data independent warmup scheme for non-IID federated learning.
Mohamad ArafehHakima Ould-SlimaneHadi OtrokAzzam MouradChamseddine TalhiErnesto DamianiPublished in: Inf. Sci. (2023)
Keyphrases
- data sets
- prior knowledge
- data sources
- database
- data processing
- distributed data
- learning scheme
- experimental data
- missing data
- synthetic data
- high dimensional data
- data collection
- small number
- knowledge discovery
- data points
- training data
- learning algorithm
- data structure
- data analysis
- online learning
- high quality
- learning models
- end users
- learning process
- supervised learning
- active learning
- probability distribution
- random variables
- database systems
- learning tasks
- human experts
- original data
- metadata