Differentially Private Variational Inference for Non-conjugate Models.
Joonas JälköOnur DikmenAntti HonkelaPublished in: CoRR (2016)
Keyphrases
- statistical model
- statistical models
- differentially private
- variational inference
- bayesian inference
- information retrieval
- search engine
- probabilistic model
- mixture model
- bayesian framework
- latent dirichlet allocation
- hyperparameters
- posterior distribution
- approximate inference
- variational methods
- probabilistic graphical models