Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data.
Seok-Ju HahnJunghye LeePublished in: CoRR (2019)
Keyphrases
- privacy preserving
- generative model
- bayesian learning
- clinical data
- discriminative learning
- model selection
- probabilistic model
- medical data
- bayesian framework
- posterior distribution
- em algorithm
- sensitive information
- support vector
- posterior probability
- raw data
- statistical analysis
- mixture model
- cross validation
- machine learning
- semi supervised
- feature vectors
- prior knowledge
- data sources
- latent dirichlet allocation
- feature space
- text classification
- expectation maximization
- support vector machine
- database