Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization.
Pengchao HanShiqiang WangYang JiaoJianwei HuangPublished in: INFOCOM (2024)
Keyphrases
- structured prediction
- learning scheme
- boltzmann machine
- prior knowledge
- inference process
- optimization model
- decision theoretic
- computational model
- mathematical model
- management system
- learning phase
- bayesian model
- max margin learning
- high level
- training algorithm
- training process
- online learning
- graphical models
- optimization problems
- supervised learning
- probabilistic model
- learning process
- reinforcement learning
- bayesian networks