Data Sampling In Federated Learning: Principles, Features And Taxonomy.
Alekha Kumar MishraDeepak PuthalPublished in: IEEE Commun. Stand. Mag. (2023)
Keyphrases
- prior knowledge
- data sets
- learned models
- missing data
- training data
- data collection
- original data
- learning models
- data sources
- learning process
- database
- data points
- active learning
- data analysis
- data structure
- machine learning
- low level
- digital libraries
- knowledge discovery
- supervised learning
- reinforcement learning
- raw data
- collaborative learning
- high dimensional data
- data quality
- learning tasks
- co occurrence
- databases
- learning systems
- labeled data
- knowledge acquisition
- distributed systems
- feature set
- search engine
- learning environment
- high quality