Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data.

Seok-Ju Hahn Junghye Lee

Published 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