Fed-ensemble: Ensemble Models in Federated Learning for Improved Generalization and Uncertainty Quantification.
Naichen ShiFan LaiRaed Al KontarMosharaf ChowdhuryPublished in: IEEE Trans Autom. Sci. Eng. (2024)
Keyphrases
- learning algorithm
- accurate models
- learning process
- prior knowledge
- ensemble learning
- training set
- akaike information criterion
- neural network
- structured prediction
- ensemble methods
- statistical models
- learning systems
- online learning
- learning models
- supervised learning
- learning machines
- multiple models
- support vector
- graphical models
- data sources
- reinforcement learning