Differentially Private Stochastic Expectation Propagation.
Margarita VinarozMijung ParkPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- differentially private
- expectation propagation
- approximate inference
- gaussian process
- bayesian inference
- differential privacy
- density estimation
- variational bayes
- bayesian methods
- parameter estimation
- posterior distribution
- graphical models
- privacy preserving
- gaussian mixture model
- belief propagation
- probabilistic inference
- hyperparameters
- feature selection
- message passing
- probabilistic model
- image segmentation