TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving.
Junhao WangLan ZhangYihang ChengShaoang LiHong ZhangDongbo HuangXu LanPublished in: INFOCOM (2023)
Keyphrases
- computational model
- learning algorithm
- learning scheme
- probability distribution
- formal model
- experimental data
- statistical model
- learning phase
- learning models
- prior knowledge
- theoretical analysis
- knowledge acquisition
- management system
- structured prediction
- machine learning
- cost function
- active learning
- artificial neural networks
- learning environment
- objective function
- reinforcement learning
- training data
- similarity measure
- high level
- social networks