Information-Theoretic Generalization Analysis for Topology-Aware Heterogeneous Federated Edge Learning Over Noisy Channels.
Zheshun WuZenglin XuHongfang YuJie LiuPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- information theoretic
- information bottleneck
- information theory
- mutual information
- learning algorithm
- theoretic framework
- pattern recognition
- jensen shannon divergence
- prior knowledge
- multi modality
- active learning
- probability distribution
- support vector machine
- image analysis
- statistical analysis
- background knowledge
- similarity measure
- entropy measure
- data mining