DPVIm: Differentially Private Variational Inference Improved.
Joonas JälköLukas PredigerAntti HonkelaSamuel KaskiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- differentially private
- variational inference
- bayesian inference
- differential privacy
- topic models
- closed form
- gaussian process
- probabilistic model
- latent dirichlet allocation
- posterior distribution
- variational methods
- mixture model
- data sets
- markov networks
- statistical models
- exact inference
- probabilistic graphical models
- exponential family
- factor graphs
- knowledge discovery
- data mining