Measuring Data Similarity for Efficient Federated Learning: A Feasibility Study.
Fernanda FamáCharalampos KalalasSandra LagénPaolo DiniPublished in: ICNC (2024)
Keyphrases
- data sets
- data sources
- database
- learning algorithm
- image data
- statistical analysis
- data processing
- data analysis
- data collection
- learning models
- background knowledge
- high dimensional data
- similarity measure
- knowledge discovery
- data structure
- online learning
- data points
- probability distribution
- missing data
- user defined
- learning tasks
- prior knowledge
- training data
- learning process
- empirical studies
- learning systems
- end users
- spatial data