Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination.
Ming HuZhihao YueXiaofei XieCheng ChenYihao HuangXian WeiXiang LianYang LiuMingsong ChenPublished in: KDD (2024)
Keyphrases
- prior knowledge
- learning scheme
- learning algorithm
- probabilistic model
- learning models
- experimental data
- mathematical model
- learning mechanism
- management system
- supervised learning
- computational model
- multi layer
- learning tasks
- learning systems
- parameter estimation
- statistical model
- data sets
- online learning
- probability distribution
- reinforcement learning
- decision trees
- machine learning