Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning.
Jiaqi WangChenxu ZhaoLingjuan LyuQuanzeng YouMengdi HuaiFenglong MaPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning process
- active learning
- probabilistic model
- learning scheme
- learning systems
- knowledge acquisition
- high level
- learning problems
- learning tasks
- statistical model
- unsupervised learning
- reinforcement learning
- machine learning
- online learning
- management system
- probability distribution
- background knowledge
- learning environment
- conditional random fields
- objective function
- learning analytics
- neural nets
- learning community
- learning mechanism
- learned models
- connectionist networks