Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations.
Conor HassanJoshua J. BonElizaveta SemenovaAntonietta MiraKerrie L. MengersenPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- accurate models
- learning models
- learning problems
- learning process
- learning tasks
- unsupervised learning
- online learning
- generative model
- supervised learning
- bayesian methods
- learned models
- complex systems
- discriminative learning
- learning algorithm
- knowledge acquisition
- learning systems
- active learning
- hidden variables
- latent variable models
- deep belief networks
- deep architectures
- naive bayes models