Lay Importance on the Layer: Federated Learning for Non-IID data with Layer-based Regularization.
Eleftherios CharterosIordanis KoutsopoulosPublished in: INFOCOM Workshops (2023)
Keyphrases
- data sets
- data collection
- data sources
- prior knowledge
- data analysis
- raw data
- knowledge discovery
- database
- experimental data
- learning systems
- multi layer
- data points
- data quality
- learning tasks
- human experts
- background knowledge
- statistical analysis
- original data
- computer systems
- online learning
- learning models
- active learning
- learning algorithm
- xml documents
- training data
- feature selection
- hidden variables
- spatial data
- synthetic data
- model selection
- data mining techniques
- probability distribution
- data mining
- learning process