Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization.
Pengchao HanShiqiang WangYang JiaoJianwei HuangPublished in: CoRR (2023)
Keyphrases
- structured prediction
- probabilistic model
- learning algorithm
- decision theoretic
- computational model
- mathematical model
- prior knowledge
- bayesian inference
- inference process
- learning scheme
- learning models
- management system
- optimization model
- supervised learning
- probability distribution
- boltzmann machine
- optimization algorithm
- learned models
- max margin learning
- learning problems
- learning tasks
- parameter estimation
- online learning
- graphical models
- support vector machine
- active learning
- learning process
- digital libraries
- reinforcement learning
- web services