Weight aggregation methods for federated learning in healthcare - A comparative empirical analysis.
Tariq AlluhaidanDarsana JosyulaPublished in: EIT (2024)
Keyphrases
- empirical analysis
- empirical studies
- learning algorithm
- learning process
- learning systems
- theoretical analysis
- knowledge acquisition
- supervised learning
- reinforcement learning
- artificial neural networks
- learning models
- neural network
- human experts
- experimental design
- bayesian methods
- aggregation operators
- optimal weights
- benchmark datasets
- data sources
- wireless sensor networks
- preprocessing
- digital libraries
- training data
- machine learning